Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 03c1d566ee268b6029977b816e79d93403568e26
      
https://github.com/scikit-learn/scikit-learn/commit/03c1d566ee268b6029977b816e79d93403568e26
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-12-31 (Wed, 31 Dec 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.linear_model/32845.enhancement.rst
    M sklearn/linear_model/_cd_fast.pyx
    M sklearn/linear_model/_coordinate_descent.py
    M sklearn/linear_model/tests/test_coordinate_descent.py
    M sklearn/linear_model/tests/test_sparse_coordinate_descent.py

  Log Message:
  -----------
  ENH/FIX: make coordinate descent solver converge for ridge regression (#32845)



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