[RELEASE] v0.5 release (#186)

* Starting v0.5 release

---------

Signed-off-by: Adam Li <adam2392@gmail.com>

Author: adam2392

.pre-commit-config.yaml

@@ -42,6 +42,13 @@ repos:
       - id: yamllint
         args: [--strict, -c, .yamllint.yml]
 
+  # toml-sort
+  - repo: https://github.com/pappasam/toml-sort
+    rev: v0.23.1
+    hooks:
+      - id: toml-sort
+        files: ^pyproject\.toml$
+
   # rstcheck
   - repo: https://github.com/rstcheck/rstcheck.git
     rev: v6.2.0

Makefile

@@ -73,6 +73,12 @@ pydocstyle:
 docstyle: pydocstyle
 
 build-doc:
+	@echo "Building documentation"
+	make -C doc/ clean
+	make -C doc/ html
+	cd doc/ && make view
+
+build-doc-noplot:
 	@echo "Building documentation"
 	make -C doc/ clean
 	make -C doc/ html-noplot

doc/_static/versions.json

@@ -1,12 +1,17 @@
 [
     {
-        "name": "0.5 (devel)",
+        "name": "0.6 (devel)",
         "version": "dev",
         "url": "https://docs.neurodata.io/scikit-tree/dev/"
     },
+    {
+        "name": "0.5",
+        "version": "stable",
+        "url": "https://docs.neurodata.io/scikit-tree/stable/"
+    },
     {
         "name": "0.4",
-        "version": "dev",
+        "version": "0.4",
         "url": "https://docs.neurodata.io/scikit-tree/v0.4/"
     },
     {

doc/use.rst

@@ -1,7 +1,7 @@
 :orphan:
 
 Examples using scikit-tree
-===========================
+==========================
 
 To be able to effectively use scikit-tree, look at some of the examples here
 to learn everything you need!

doc/whats_new/v0.5.rst

@@ -3,12 +3,15 @@
 .. include:: _contributors.rst
 .. currentmodule:: sktree
 
-.. _current:
+.. _v0_5:
 
 Version 0.5
 ===========
 
-**In Development**
+This release includes a number of enhancements and bug fixes, mainly
+to the :class:`sktree.tree.MultiViewDecisionTreeClassifier`. Most notably,
+the ``max_features`` argument now supports an array of values, which
+applies a different ``max_features`` argument per feature view.
 
 Changelog
 ---------

doc/whats_new/v0.6.rst

@@ -0,0 +1,36 @@
+:orphan:
+
+.. include:: _contributors.rst
+.. currentmodule:: sktree
+
+.. _current:
+
+Version 0.6
+===========
+
+**In Development**
+
+Changelog
+---------
+
+- |Enhancement| :class:`sktree.tree.MultiViewDecisionTreeClassifier` now
+  rounds up the number of features to split on to the nearest integer when
+  applying ``max_features`` to each feature view, by `Adam Li`_ (:pr:`#183`).
+- |Feature| :class:`sktree.tree.MultiViewDecisionTreeClassifier` now
+  supports an array passed in for ``max_features``, which applies a different
+  max_features argument per view, by `Adam Li`_ (:pr:`#183`).
+- |Fix| :class:`sktree.tree.MultiViewDecisionTreeClassifier` now correctly
+  handles the case where there is one feature view that is exhausted, and
+  another that is not for ``apply_max_features_per_feature_set = False``,
+  by `Adam Li`_ (:pr:`#183`).
+- |Fix| :class:`sktree.stats.FeatureImportanceForestClassifier` now correctly passes
+  metric kwargs to the null distribution function, by `Adam Li`_ (:pr:`#183`).
+
+Code and Documentation Contributors
+-----------------------------------
+
+Thanks to everyone who has contributed to the maintenance and improvement of
+the project since version inception, including:
+
+* `Adam Li`_
+

meson.build

@@ -4,7 +4,7 @@ project(
   # Note that the git commit hash cannot be added dynamically here
   # That only happens when importing from a git repository.
   # See `sktree/__init__.py`
-  version: '0.5.0dev0',
+  version: '0.5.0',
   license: 'BSD-3',
   meson_version: '>= 0.64.0',
   default_options: [

pyproject.toml

@@ -17,7 +17,7 @@ requires = [
 
 [project]
 name = "scikit-tree"
-version = "0.5.0dev0"
+version = "0.5.0"
 description = "Modern decision trees in Python"
 maintainers = [
   {name = "Neurodata", email = "adam.li@columbia.edu"}
@@ -292,6 +292,8 @@ ignore_roles = [
   "arxiv"
 ]
 report_level = "WARNING"
+ignore = ["SEVERE/4"]
+paths = ["doc/use.rst"]
 
 [tool.ruff]
 extend-exclude = [

sktree/__init__.py

@@ -3,7 +3,7 @@
 import os
 import sys
 
-__version__ = "0.5.0dev0"
+__version__ = "0.5.0"
 logger = logging.getLogger(__name__)