From 64286cf2c355055b7d2d29d9ee20f5111477eb5a Mon Sep 17 00:00:00 2001
From: Ryan Hausen <ryan.hausen@gmail.com>
Date: Mon, 26 Aug 2024 13:16:33 -0400
Subject: [PATCH 1/2] updated developer documentation to install latest sklearn
 for compatability

---
 DEVELOPING.md                  | 10 +++++++---
 build_sklearn_requirements.txt |  3 +++
 2 files changed, 10 insertions(+), 3 deletions(-)
 create mode 100644 build_sklearn_requirements.txt

diff --git a/DEVELOPING.md b/DEVELOPING.md
index 9340552f..3d8a3e99 100644
--- a/DEVELOPING.md
+++ b/DEVELOPING.md
@@ -40,10 +40,14 @@ Next, install necessary build dependencies. For more information, see <https://s
 
 Assuming these steps have worked properly and you have read and followed any necessary scikit-learn advanced installation instructions, you can then install dependencies for treeple.
 
-If you are developing locally, you will need the build dependencies to compile the Cython / C++ code:
+If you are developing locally, you will need the build dependencies to compile the Cython / C++ code.
 
     pip install -r build_requirements.txt
 
+Additionally, you need to install the latest build of scikit-learn:
+
+    pip install --force -r build_sklearn_requirements.txt
+
 Other requirements can be installed as such:
 
     pip install .
@@ -132,7 +136,7 @@ You can also do the same thing using Meson/Ninja itself. Run the following to bu
     export PYTHONPATH=${PWD}/build/lib/python<YOUR_PYTHON_VERSION>/site-packages
 
     # to check installation, you need to be in a different directory
-    cd docs;  
+    cd docs;
     python -c "from treeple import tree"
     python -c "import sklearn; print(sklearn.__version__);"
 
@@ -188,7 +192,7 @@ GH Actions will build wheels for each Python version and OS. Then the wheels nee
 <https://github.com/neurodata/treeple/actions/workflows/build_wheels.yml> will have all the wheels for common OSes built for each Python version.
 
 2. Upload wheels to test PyPi
-This is to ensure that the wheels are built correctly and can be installed on a fresh environment. For more information, see <https://packaging.python.org/guides/using-testpypi/>. You will need to follow the instructions to create an account and get your API token for testpypi and pypi. 
+This is to ensure that the wheels are built correctly and can be installed on a fresh environment. For more information, see <https://packaging.python.org/guides/using-testpypi/>. You will need to follow the instructions to create an account and get your API token for testpypi and pypi.
 
 ```
 twine upload dist/* --repository testpypi
diff --git a/build_sklearn_requirements.txt b/build_sklearn_requirements.txt
new file mode 100644
index 00000000..8033f54d
--- /dev/null
+++ b/build_sklearn_requirements.txt
@@ -0,0 +1,3 @@
+--pre
+--extra-index https://pypi.anaconda.org/scientific-python-nightly-wheels/simple
+scikit-learn
\ No newline at end of file

From 3b10af5b30a7517d28ed8b03b96019b16d23a7c9 Mon Sep 17 00:00:00 2001
From: Ryan Hausen <ryan.hausen@gmail.com>
Date: Mon, 26 Aug 2024 13:22:26 -0400
Subject: [PATCH 2/2] restore semicolon that was replaced with a period
 accidently

---
 DEVELOPING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DEVELOPING.md b/DEVELOPING.md
index 3d8a3e99..f160df0e 100644
--- a/DEVELOPING.md
+++ b/DEVELOPING.md
@@ -40,7 +40,7 @@ Next, install necessary build dependencies. For more information, see <https://s
 
 Assuming these steps have worked properly and you have read and followed any necessary scikit-learn advanced installation instructions, you can then install dependencies for treeple.
 
-If you are developing locally, you will need the build dependencies to compile the Cython / C++ code.
+If you are developing locally, you will need the build dependencies to compile the Cython / C++ code:
 
     pip install -r build_requirements.txt