Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: b8e52fc543b0d7f18cef7098f52f9817794f4a51
      
https://github.com/scikit-learn/scikit-learn/commit/b8e52fc543b0d7f18cef7098f52f9817794f4a51
  Author: Adam Li <[email protected]>
  Date:   2026-07-10 (Fri, 10 Jul 2026)

  Changed paths:
    M doc/modules/tree.rst
    A doc/whats_new/upcoming_changes/sklearn.tree/33354.major-feature.rst
    M sklearn/ensemble/_forest.py
    M sklearn/ensemble/_gb.py
    M sklearn/inspection/tests/test_partial_dependence.py
    M sklearn/tree/_classes.py
    M sklearn/tree/_partitioner.pxd
    M sklearn/tree/_partitioner.pyx
    M sklearn/tree/_splitter.pxd
    M sklearn/tree/_splitter.pyx
    M sklearn/tree/_tree.pxd
    M sklearn/tree/_tree.pyx
    M sklearn/tree/_utils.pxd
    M sklearn/tree/_utils.pyx
    M sklearn/tree/tests/test_split.py
    M sklearn/tree/tests/test_tree.py
    M sklearn/utils/_bitset.pxd
    M sklearn/utils/_bitset.pyx

  Log Message:
  -----------
  FEA Categorical split support for `DecisionTree*`, and `RandomForest*` 
(#33354)

Co-authored-by: Adam Li <[email protected]>
Co-authored-by: Arthur Lacote <[email protected]>
Co-authored-by: Christian Lorentzen <[email protected]>
Co-authored-by: Thomas J. Fan <[email protected]>



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