From 6dccbfa49bf73b6afabc111da00e68545427fe5d Mon Sep 17 00:00:00 2001
From: Adam Li <adam2392@gmail.com>
Date: Mon, 26 Jun 2023 16:05:24 -0400
Subject: [PATCH] Adding api docs

Signed-off-by: Adam Li <adam2392@gmail.com>
---
 docs/api.rst                            |  8 +++++++-
 experiments/plotting_cmi_analysis.ipynb | 25 ++++++++++++++++++++++++-
 2 files changed, 31 insertions(+), 2 deletions(-)

diff --git a/docs/api.rst b/docs/api.rst
index da68af4ab..ea705a63c 100644
--- a/docs/api.rst
+++ b/docs/api.rst
@@ -120,4 +120,10 @@ for the entropy, MI and CMI of the Gaussian distributions.
 
    mi_gaussian
    cmi_gaussian
-   entropy_gaussian
\ No newline at end of file
+   entropy_gaussian
+
+.. currentmodule:: sktree.experimental.monte_carlo
+.. autosummary::
+   :toctree: generated/
+
+   conditional_resample
\ No newline at end of file
diff --git a/experiments/plotting_cmi_analysis.ipynb b/experiments/plotting_cmi_analysis.ipynb
index ba3338ab5..c1c229133 100644
--- a/experiments/plotting_cmi_analysis.ipynb
+++ b/experiments/plotting_cmi_analysis.ipynb
@@ -1254,7 +1254,30 @@
       "70 0.8879202209746868 1.3216279141924367 1.6125587844224185\n",
       "70 0.8879202209746868 1.1822696886247481 1.6125996614415214\n",
       "70 0.8879202209746868 1.3246071825434385 1.6126791883922582\n",
-      "70 0.8879202209746868 1.4870347855978672 1.6127824904664756\n"
+      "70 0.8879202209746868 1.4870347855978672 1.6127824904664756\n",
+      "70 0.8879202209746868 1.303208752885375 1.6125826682265068\n",
+      "70 0.8879202209746868 1.2341062843888988 1.6127375749804198\n",
+      "70 0.8879202209746868 1.2443714479588461 1.6127409282355387\n",
+      "70 0.8879202209746868 1.366540884338331 1.6126631931902828\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 71%|███████████████████████████▏          | 15/21 [2:45:17<1:07:07, 671.28s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "70 0.8879202209746868 1.2979782557028265 1.612705544636155\n",
+      "75 0.8879202209746868 1.8308877765446496 1.6138603123963264\n",
+      "75 0.8879202209746868 1.822603435220623 1.6138879106844044\n",
+      "75 0.8879202209746868 1.9684169860229659 1.613953968740244\n",
+      "75 0.8879202209746868 1.6052020548683252 1.6139426404322812\n",
+      "75 0.8879202209746868 1.9470722414295238 1.614099705102939\n"
      ]
     }
    ],