Sphinx docs

.gitignore

@@ -5,3 +5,4 @@
 .env/
 __pycache__/
 *.cpython-*
+docs/_build

.readthedocs.yaml

@@ -0,0 +1,21 @@
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Set the OS, Python version and other tools you might need
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.12"
+    rust: "1.70"
+
+# Build documentation in the "docs/" directory with Sphinx
+sphinx:
+   configuration: docs/conf.py
+
+python:
+   install:
+   - requirements: docs/requirements.txt

docs/Makefile

@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = .
+BUILDDIR      = _build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/conf.py

@@ -0,0 +1,32 @@
+import os
+import sys
+
+sys.path.insert(0, os.path.abspath("../python/"))
+
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+project = "rustrees"
+copyright = "2023, Pedro Tabacof, Guilherme Lázari"
+author = "Pedro Tabacof, Guilherme Lázari"
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+extensions = ["sphinx.ext.autodoc", "sphinx.ext.napoleon"]
+
+templates_path = ["_templates"]
+exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
+
+autoclass_content = "both"
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = "sphinx_rtd_theme"
+html_static_path = ["_static"]

docs/index.rst

@@ -0,0 +1,42 @@
+.. rustrees documentation master file, created by
+   sphinx-quickstart on Wed Dec  6 19:31:26 2023.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+Welcome to rustrees's documentation!
+====================================
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
+
+Decision trees
+===============
+
+.. automodule:: rustrees.decision_tree 
+   :members: 
+   :undoc-members:
+   :show-inheritance:
+
+Random forests
+===============
+
+.. automodule:: rustrees.random_forest 
+   :members: 
+   :undoc-members:
+   :show-inheritance:
+
+Utils
+===============
+
+.. automodule:: rustrees.utils 
+   :members: 
+   :undoc-members:
+   :show-inheritance:

docs/make.bat

@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=.
+set BUILDDIR=_build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd

docs/requirements.txt

@@ -0,0 +1,2 @@
+sphinx
+sphinx_rtd_theme

python/rustrees/decision_tree.py

@@ -84,6 +84,11 @@ def predict_proba(self, X) -> List:
 
 
 class DecisionTreeRegressor(DecisionTree, ClassifierMixin):
+    """
+    Decision tree regressor implemented using Rust.
+    Usage should be similar to scikit-learn's DecisionTreeRegressor.
+    """
+
     def __init__(self, **kwargs):
         super(DecisionTreeRegressor, self).__init__(**kwargs)
 
@@ -104,6 +109,11 @@ def predict(self, X) -> List:
 
 
 class DecisionTreeClassifier(DecisionTree, RegressorMixin):
+    """
+    Decision tree classifier implemented using Rust.
+    Usage should be similar to scikit-learn's DecisionTreeClassifier.
+    """
+
     def __init__(self, **kwargs):
         super(DecisionTreeClassifier, self).__init__(**kwargs)
 

python/rustrees/random_forest.py

@@ -88,6 +88,11 @@ def predict_proba(self, X) -> List:
 
 
 class RandomForestRegressor(RandomForest, RegressorMixin):
+    """
+    A random forest regressor implemented using Rust.
+    Usage should be similar to scikit-learn's RandomForestRegressor.
+    """
+
     def __init__(self, **kwargs):
         super(RandomForestRegressor, self).__init__(**kwargs)
 
@@ -109,6 +114,11 @@ def predict(self, X) -> List:
 
 
 class RandomForestClassifier(RandomForest, ClassifierMixin):
+    """
+    A random forest classifier implemented using Rust.
+    Usage should be similar to scikit-learn's RandomForestClassifier.
+    """
+
     def __init__(self, **kwargs):
         super(RandomForestClassifier, self).__init__(**kwargs)