Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 045224d75335213d725727e3a94800b34a4822dd
      
https://github.com/scikit-learn/scikit-learn/commit/045224d75335213d725727e3a94800b34a4822dd
  Author: Christine P. Chai <[email protected]>
  Date:   2025-12-02 (Tue, 02 Dec 2025)

  Changed paths:
    M doc/computing/computational_performance.rst
    M doc/developers/tips.rst
    M doc/modules/array_api.rst
    M doc/modules/model_evaluation.rst
    M examples/applications/plot_face_recognition.py
    M examples/compose/plot_column_transformer.py
    M examples/miscellaneous/plot_roc_curve_visualization_api.py
    M examples/model_selection/plot_learning_curve.py
    M examples/svm/plot_separating_hyperplane_unbalanced.py
    M sklearn/cluster/_hierarchical_fast.pyx
    M sklearn/cluster/tests/test_spectral.py
    M sklearn/cross_decomposition/_pls.py
    M sklearn/ensemble/_forest.py
    M sklearn/ensemble/_gb.py
    M sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py
    M sklearn/ensemble/_iforest.py
    M sklearn/ensemble/tests/test_gradient_boosting.py
    M sklearn/linear_model/tests/test_sgd.py
    M sklearn/metrics/_pairwise_distances_reduction/_datasets_pair.pyx.tp
    M sklearn/metrics/_pairwise_distances_reduction/_middle_term_computer.pyx.tp
    M sklearn/metrics/_pairwise_distances_reduction/_radius_neighbors.pyx.tp
    M sklearn/metrics/pairwise.py
    M sklearn/metrics/tests/test_classification.py
    M sklearn/metrics/tests/test_ranking.py
    M sklearn/metrics/tests/test_score_objects.py
    M sklearn/model_selection/tests/test_split.py
    M sklearn/preprocessing/tests/test_encoders.py
    M sklearn/preprocessing/tests/test_function_transformer.py
    M sklearn/tests/test_base.py
    M sklearn/tree/tests/test_tree.py
    M sklearn/utils/_arpack.py
    M sklearn/utils/_random.pxd
    M sklearn/utils/sparsefuncs_fast.pyx
    M sklearn/utils/validation.py

  Log Message:
  -----------
  DOC: Correct many grammatical issues (#32820)



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