Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: e932688df3a6a383580a40a962182a4b77ce9731
      
https://github.com/scikit-learn/scikit-learn/commit/e932688df3a6a383580a40a962182a4b77ce9731
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-11-26 (Wed, 26 Nov 2025)

  Changed paths:
    M asv_benchmarks/benchmarks/linear_model.py
    M benchmarks/bench_saga.py
    M doc/developers/develop.rst
    M doc/modules/linear_model.rst
    A doc/whats_new/upcoming_changes/sklearn.linear_model/32659.api.rst
    M examples/linear_model/plot_logistic_l1_l2_sparsity.py
    M examples/linear_model/plot_logistic_path.py
    M examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py
    M examples/linear_model/plot_sparse_logistic_regression_mnist.py
    M examples/miscellaneous/plot_estimator_representation.py
    M sklearn/feature_selection/_from_model.py
    M sklearn/linear_model/_logistic.py
    M sklearn/linear_model/tests/test_common.py
    M sklearn/linear_model/tests/test_logistic.py
    M sklearn/model_selection/_search.py
    M sklearn/svm/_bounds.py
    M sklearn/svm/tests/test_bounds.py
    M sklearn/tests/test_calibration.py
    M sklearn/tests/test_docstring_parameters.py
    M sklearn/tests/test_metaestimators_metadata_routing.py
    M sklearn/utils/tests/test_pprint.py

  Log Message:
  -----------
  DEP parameter penalty in LogisticRegression and LogisticRegressionCV (#32659)

Co-authored-by: Loïc Estève <[email protected]>
Co-authored-by: Jérémie du Boisberranger <[email protected]>



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