Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 3843f82258f364787457c3399297e54b119b8ebd
      
https://github.com/scikit-learn/scikit-learn/commit/3843f82258f364787457c3399297e54b119b8ebd
  Author: Joris Van den Bossche <[email protected]>
  Date:   2025-07-22 (Tue, 22 Jul 2025)

  Changed paths:
    M sklearn/compose/_column_transformer.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/preprocessing/tests/test_encoders.py

  Log Message:
  -----------
  Fix empty column check in ColumnTransformer to be compatible with pandas>=3 
(#31807)

Co-authored-by: Jérémie du Boisberranger <[email protected]>
Co-authored-by: Tim Head <[email protected]>



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