Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 0169f83950d594166d02eba34866ec5edda78c99
      
https://github.com/scikit-learn/scikit-learn/commit/0169f83950d594166d02eba34866ec5edda78c99
  Author: Dan Schult <[email protected]>
  Date:   2026-03-11 (Wed, 11 Mar 2026)

  Changed paths:
    M asv_benchmarks/benchmarks/datasets.py
    M benchmarks/bench_feature_expansions.py
    M benchmarks/bench_plot_randomized_svd.py
    M benchmarks/bench_random_projections.py
    M doc/modules/impute.rst
    M doc/modules/multiclass.rst
    A doc/whats_new/upcoming_changes/many-modules/31177.major-feature.rst
    M examples/applications/plot_tomography_l1_reconstruction.py
    M examples/applications/wikipedia_principal_eigenvector.py
    M examples/linear_model/plot_lasso_dense_vs_sparse_data.py
    M examples/neighbors/approximate_nearest_neighbors.py
    M sklearn/_config.py
    M sklearn/cluster/_agglomerative.py
    M sklearn/cluster/_bicluster.py
    M sklearn/cluster/_spectral.py
    M sklearn/cluster/tests/test_hierarchical.py
    M sklearn/cluster/tests/test_k_means.py
    M sklearn/cluster/tests/test_spectral.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/conftest.py
    M sklearn/datasets/_arff_parser.py
    M sklearn/datasets/_rcv1.py
    M sklearn/datasets/_samples_generator.py
    M sklearn/datasets/_svmlight_format_io.py
    M sklearn/datasets/tests/test_samples_generator.py
    M sklearn/decomposition/_incremental_pca.py
    M sklearn/decomposition/_nmf.py
    M sklearn/decomposition/_truncated_svd.py
    M sklearn/decomposition/tests/test_pca.py
    M sklearn/decomposition/tests/test_truncated_svd.py
    M sklearn/ensemble/_gb.py
    M sklearn/ensemble/tests/test_weight_boosting.py
    M sklearn/externals/_scipy/sparse/csgraph/_laplacian.py
    M sklearn/feature_extraction/_dict_vectorizer.py
    M sklearn/feature_extraction/_hash.py
    M sklearn/feature_extraction/image.py
    M sklearn/feature_extraction/tests/test_feature_hasher.py
    M sklearn/feature_extraction/tests/test_text.py
    M sklearn/feature_extraction/text.py
    M sklearn/feature_selection/_base.py
    M sklearn/impute/_base.py
    M sklearn/impute/tests/test_impute.py
    M sklearn/kernel_approximation.py
    M sklearn/linear_model/_base.py
    M sklearn/linear_model/_coordinate_descent.py
    M sklearn/linear_model/_linear_loss.py
    M sklearn/linear_model/_quantile.py
    M sklearn/linear_model/tests/test_base.py
    M sklearn/linear_model/tests/test_coordinate_descent.py
    M sklearn/linear_model/tests/test_sgd.py
    M sklearn/linear_model/tests/test_sparse_coordinate_descent.py
    M sklearn/manifold/_isomap.py
    M sklearn/manifold/_locally_linear.py
    M sklearn/manifold/_spectral_embedding.py
    M sklearn/manifold/_t_sne.py
    M sklearn/manifold/tests/test_spectral_embedding.py
    M sklearn/metrics/_classification.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/_ranking.py
    M sklearn/metrics/cluster/_supervised.py
    M sklearn/metrics/pairwise.py
    M sklearn/multiclass.py
    M sklearn/multioutput.py
    M sklearn/neighbors/_base.py
    M sklearn/preprocessing/_data.py
    M sklearn/preprocessing/_encoders.py
    M sklearn/preprocessing/_label.py
    M sklearn/preprocessing/_polynomial.py
    M sklearn/preprocessing/tests/test_data.py
    M sklearn/random_projection.py
    M sklearn/semi_supervised/_label_propagation.py
    M sklearn/svm/_base.py
    M sklearn/svm/_libsvm_sparse.pyx
    M sklearn/tests/test_base.py
    M sklearn/tests/test_common.py
    M sklearn/tests/test_config.py
    M sklearn/tests/test_docstrings.py
    M sklearn/tree/_tree.pyx
    M sklearn/utils/__init__.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/_mask.py
    M sklearn/utils/_param_validation.py
    A sklearn/utils/_sparse.py
    M sklearn/utils/extmath.py
    M sklearn/utils/fixes.py
    M sklearn/utils/graph.py
    M sklearn/utils/random.py
    M sklearn/utils/sparsefuncs.py
    M sklearn/utils/sparsefuncs_fast.pyx
    M sklearn/utils/tests/test_estimator_checks.py
    M sklearn/utils/tests/test_extmath.py
    M sklearn/utils/tests/test_fixes.py
    M sklearn/utils/tests/test_param_validation.py
    A sklearn/utils/tests/test_sparse.py
    M sklearn/utils/tests/test_sparsefuncs.py
    M sklearn/utils/tests/test_testing.py
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  Enable config setting `sparse_interface` to control sparray and spmatrix 
creation (#31177)

Co-authored-by: Adrin Jalali <[email protected]>



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