Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: eaab848275da772e4295d57c0c263d9cd39e1417
      
https://github.com/scikit-learn/scikit-learn/commit/eaab848275da772e4295d57c0c263d9cd39e1417
  Author: achyuthan.s <[email protected]>
  Date:   2025-10-23 (Thu, 23 Oct 2025)

  Changed paths:
    M doc/modules/preprocessing.rst
    M examples/preprocessing/plot_target_encoder.py
    M examples/preprocessing/plot_target_encoder_cross_val.py
    M sklearn/preprocessing/_target_encoder.py

  Log Message:
  -----------
  DOC: Clarify recommended usage of fit_transform() vs fit().transform() in 
TargetEncoder (#32347)



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