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scikit-learn
100+ indexed releases ยท newest sdist 1.9.0 with 943 indexed members
Files in 1.9.0 scikit_learn-1.9.0.tar.gz
- doc/api_reference.py
- doc/conf.py
- doc/conftest.py
- doc/sphinxext/allow_nan_estimators.py
- doc/sphinxext/autoshortsummary.py
- doc/sphinxext/doi_role.py
- doc/sphinxext/dropdown_anchors.py
- doc/sphinxext/github_link.py
- doc/sphinxext/override_pst_pagetoc.py
- doc/sphinxext/sphinx_issues.py
- examples/applications/plot_cyclical_feature_engineering.py
- examples/applications/plot_digits_denoising.py
- examples/applications/plot_face_recognition.py
- examples/applications/plot_model_complexity_influence.py
- examples/applications/plot_out_of_core_classification.py
- examples/applications/plot_outlier_detection_wine.py
- examples/applications/plot_prediction_latency.py
- examples/applications/plot_species_distribution_modeling.py
- examples/applications/plot_stock_market.py
- examples/applications/plot_time_series_lagged_features.py
- examples/applications/plot_tomography_l1_reconstruction.py
- examples/applications/plot_topics_extraction_with_nmf_lda.py
- examples/applications/wikipedia_principal_eigenvector.py
- examples/bicluster/plot_bicluster_newsgroups.py
- examples/bicluster/plot_spectral_biclustering.py
- examples/bicluster/plot_spectral_coclustering.py
- examples/calibration/plot_calibration.py
- examples/calibration/plot_calibration_curve.py
- examples/calibration/plot_calibration_multiclass.py
- examples/calibration/plot_compare_calibration.py
- examples/callbacks/plot_scoring_monitor.py
- examples/classification/plot_classification_probability.py
- examples/classification/plot_classifier_comparison.py
- examples/classification/plot_digits_classification.py
- examples/classification/plot_lda.py
- examples/classification/plot_lda_qda.py
- examples/cluster/plot_adjusted_for_chance_measures.py
- examples/cluster/plot_affinity_propagation.py
- examples/cluster/plot_agglomerative_clustering_metrics.py
- examples/cluster/plot_agglomerative_dendrogram.py
- examples/cluster/plot_birch_vs_minibatchkmeans.py
- examples/cluster/plot_bisect_kmeans.py
- examples/cluster/plot_cluster_comparison.py
- examples/cluster/plot_coin_segmentation.py
- examples/cluster/plot_coin_ward_segmentation.py
- examples/cluster/plot_dbscan.py
- examples/cluster/plot_dict_face_patches.py
- examples/cluster/plot_digits_agglomeration.py
- examples/cluster/plot_digits_linkage.py
- examples/cluster/plot_face_compress.py
- examples/cluster/plot_feature_agglomeration_vs_univariate_selection.py
- examples/cluster/plot_hdbscan.py
- examples/cluster/plot_inductive_clustering.py
- examples/cluster/plot_kmeans_assumptions.py
- examples/cluster/plot_kmeans_digits.py
- examples/cluster/plot_kmeans_plusplus.py
- examples/cluster/plot_kmeans_silhouette_analysis.py
- examples/cluster/plot_kmeans_stability_low_dim_dense.py
- examples/cluster/plot_linkage_comparison.py
- examples/cluster/plot_mean_shift.py
- examples/cluster/plot_mini_batch_kmeans.py
- examples/cluster/plot_optics.py
- examples/cluster/plot_segmentation_toy.py
- examples/cluster/plot_ward_structured_vs_unstructured.py
- examples/compose/plot_column_transformer.py
- examples/compose/plot_column_transformer_mixed_types.py
- examples/compose/plot_compare_reduction.py
- examples/compose/plot_digits_pipe.py
- examples/compose/plot_feature_union.py
- examples/compose/plot_transformed_target.py
- examples/covariance/plot_covariance_estimation.py
- examples/covariance/plot_lw_vs_oas.py
- examples/covariance/plot_mahalanobis_distances.py
- examples/covariance/plot_robust_vs_empirical_covariance.py
- examples/covariance/plot_sparse_cov.py
- examples/cross_decomposition/plot_compare_cross_decomposition.py
- examples/cross_decomposition/plot_pcr_vs_pls.py
- examples/datasets/plot_random_multilabel_dataset.py
- examples/decomposition/plot_faces_decomposition.py
- examples/decomposition/plot_ica_blind_source_separation.py
- examples/decomposition/plot_ica_vs_pca.py
- examples/decomposition/plot_image_denoising.py
- examples/decomposition/plot_incremental_pca.py
- examples/decomposition/plot_kernel_pca.py
- examples/decomposition/plot_pca_iris.py
- examples/decomposition/plot_pca_vs_fa_model_selection.py
- examples/decomposition/plot_pca_vs_lda.py
- examples/decomposition/plot_sparse_coding.py
- examples/decomposition/plot_varimax_fa.py
- examples/developing_estimators/sklearn_is_fitted.py
- examples/ensemble/plot_adaboost_multiclass.py
- examples/ensemble/plot_adaboost_regression.py
- examples/ensemble/plot_adaboost_twoclass.py
- examples/ensemble/plot_bias_variance.py
- examples/ensemble/plot_ensemble_oob.py
- examples/ensemble/plot_feature_transformation.py
- examples/ensemble/plot_forest_hist_grad_boosting_comparison.py
- examples/ensemble/plot_forest_importances.py
- examples/ensemble/plot_forest_iris.py
- examples/ensemble/plot_gradient_boosting_categorical.py
- examples/ensemble/plot_gradient_boosting_early_stopping.py
- examples/ensemble/plot_gradient_boosting_oob.py
- examples/ensemble/plot_gradient_boosting_quantile.py
- examples/ensemble/plot_gradient_boosting_regression.py
- examples/ensemble/plot_gradient_boosting_regularization.py
- examples/ensemble/plot_hgbt_regression.py
- examples/ensemble/plot_isolation_forest.py
- examples/ensemble/plot_monotonic_constraints.py
- examples/ensemble/plot_random_forest_embedding.py
- examples/ensemble/plot_random_forest_regression_multioutput.py
- examples/ensemble/plot_stack_predictors.py
- examples/ensemble/plot_voting_decision_regions.py
- examples/ensemble/plot_voting_regressor.py
- examples/feature_selection/plot_f_test_vs_mi.py
- examples/feature_selection/plot_feature_selection.py
- examples/feature_selection/plot_feature_selection_pipeline.py
- examples/feature_selection/plot_rfe_digits.py
- examples/feature_selection/plot_rfe_with_cross_validation.py
- examples/feature_selection/plot_select_from_model_diabetes.py
- examples/frozen/plot_frozen_examples.py
- examples/gaussian_process/plot_compare_gpr_krr.py
- examples/gaussian_process/plot_gpc.py
- examples/gaussian_process/plot_gpc_iris.py
- examples/gaussian_process/plot_gpc_isoprobability.py
- examples/gaussian_process/plot_gpc_xor.py
- examples/gaussian_process/plot_gpr_co2.py
- examples/gaussian_process/plot_gpr_noisy.py
- examples/gaussian_process/plot_gpr_noisy_targets.py
- examples/gaussian_process/plot_gpr_on_structured_data.py
- examples/gaussian_process/plot_gpr_prior_posterior.py
- examples/impute/plot_iterative_imputer_variants_comparison.py
- examples/impute/plot_missing_values.py
- examples/inspection/plot_causal_interpretation.py
- examples/inspection/plot_linear_model_coefficient_interpretation.py
- examples/inspection/plot_partial_dependence.py
- examples/inspection/plot_partial_dependence_visualization_api.py
- examples/inspection/plot_permutation_importance.py
- examples/inspection/plot_permutation_importance_multicollinear.py
- examples/kernel_approximation/plot_scalable_poly_kernels.py
- examples/linear_model/plot_ard.py
- examples/linear_model/plot_bayesian_ridge_curvefit.py
- examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py
- examples/linear_model/plot_huber_vs_ridge.py
- examples/linear_model/plot_lasso_and_elasticnet.py
- examples/linear_model/plot_lasso_dense_vs_sparse_data.py
- examples/linear_model/plot_lasso_lars_ic.py
- examples/linear_model/plot_lasso_lasso_lars_elasticnet_path.py
- examples/linear_model/plot_lasso_model_selection.py
- examples/linear_model/plot_logistic_l1_l2_sparsity.py
- examples/linear_model/plot_logistic_multinomial.py
- examples/linear_model/plot_logistic_path.py
- examples/linear_model/plot_multi_task_lasso_support.py
- examples/linear_model/plot_nnls.py
- examples/linear_model/plot_ols_ridge.py
- examples/linear_model/plot_omp.py
- examples/linear_model/plot_poisson_regression_non_normal_loss.py
- examples/linear_model/plot_polynomial_interpolation.py
- examples/linear_model/plot_quantile_regression.py
- examples/linear_model/plot_ransac.py
- examples/linear_model/plot_ridge_coeffs.py
- examples/linear_model/plot_ridge_path.py
- examples/linear_model/plot_robust_fit.py
- examples/linear_model/plot_sgd_early_stopping.py
- examples/linear_model/plot_sgd_iris.py
- examples/linear_model/plot_sgd_loss_functions.py
- examples/linear_model/plot_sgd_penalties.py
- examples/linear_model/plot_sgd_separating_hyperplane.py
- examples/linear_model/plot_sgd_weighted_samples.py
- examples/linear_model/plot_sgdocsvm_vs_ocsvm.py
- examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py
- examples/linear_model/plot_sparse_logistic_regression_mnist.py
- examples/linear_model/plot_theilsen.py
- examples/linear_model/plot_tweedie_regression_insurance_claims.py
- examples/manifold/plot_compare_methods.py
- examples/manifold/plot_lle_digits.py
- examples/manifold/plot_manifold_sphere.py
- examples/manifold/plot_mds.py
- examples/manifold/plot_swissroll.py
- examples/manifold/plot_t_sne_perplexity.py
- examples/miscellaneous/plot_anomaly_comparison.py
- examples/miscellaneous/plot_display_object_visualization.py
- examples/miscellaneous/plot_estimator_representation.py
- examples/miscellaneous/plot_isotonic_regression.py
- examples/miscellaneous/plot_johnson_lindenstrauss_bound.py
- examples/miscellaneous/plot_kernel_approximation.py
- examples/miscellaneous/plot_kernel_ridge_regression.py
- examples/miscellaneous/plot_metadata_routing.py
- examples/miscellaneous/plot_multilabel.py
- examples/miscellaneous/plot_multioutput_face_completion.py
- examples/miscellaneous/plot_outlier_detection_bench.py
- examples/miscellaneous/plot_pipeline_display.py
- examples/miscellaneous/plot_roc_curve_visualization_api.py
- examples/miscellaneous/plot_set_output.py
- examples/mixture/plot_concentration_prior.py
- examples/mixture/plot_gmm.py
- examples/mixture/plot_gmm_covariances.py
- examples/mixture/plot_gmm_init.py
- examples/mixture/plot_gmm_pdf.py
- examples/mixture/plot_gmm_selection.py
- examples/mixture/plot_gmm_sin.py
- examples/model_selection/plot_confusion_matrix.py
- examples/model_selection/plot_cost_sensitive_learning.py
- examples/model_selection/plot_cv_indices.py
- examples/model_selection/plot_cv_predict.py
- examples/model_selection/plot_det.py
- examples/model_selection/plot_grid_search_digits.py
- examples/model_selection/plot_grid_search_refit_callable.py
- examples/model_selection/plot_grid_search_stats.py
- examples/model_selection/plot_grid_search_text_feature_extraction.py
- examples/model_selection/plot_learning_curve.py
- examples/model_selection/plot_likelihood_ratios.py
- examples/model_selection/plot_multi_metric_evaluation.py
- examples/model_selection/plot_nested_cross_validation_iris.py
- examples/model_selection/plot_permutation_tests_for_classification.py
- examples/model_selection/plot_precision_recall.py
- examples/model_selection/plot_randomized_search.py
- examples/model_selection/plot_roc.py
- examples/model_selection/plot_roc_crossval.py
- examples/model_selection/plot_successive_halving_heatmap.py
- examples/model_selection/plot_successive_halving_iterations.py
- examples/model_selection/plot_train_error_vs_test_error.py
- examples/model_selection/plot_tuned_decision_threshold.py
- examples/model_selection/plot_underfitting_overfitting.py
- examples/multiclass/plot_multiclass_overview.py
- examples/multioutput/plot_classifier_chain_yeast.py
- examples/neighbors/approximate_nearest_neighbors.py
- examples/neighbors/plot_caching_nearest_neighbors.py
- examples/neighbors/plot_classification.py
- examples/neighbors/plot_digits_kde_sampling.py
- examples/neighbors/plot_kde_1d.py
- examples/neighbors/plot_lof_novelty_detection.py
- examples/neighbors/plot_lof_outlier_detection.py
- examples/neighbors/plot_nca_classification.py
- examples/neighbors/plot_nca_dim_reduction.py
- examples/neighbors/plot_nca_illustration.py
- examples/neighbors/plot_nearest_centroid.py
- examples/neighbors/plot_regression.py
- examples/neighbors/plot_species_kde.py
- examples/neural_networks/plot_mlp_alpha.py
- examples/neural_networks/plot_mlp_training_curves.py
- examples/neural_networks/plot_mnist_filters.py
- examples/neural_networks/plot_rbm_logistic_classification.py
- examples/preprocessing/plot_all_scaling.py
- examples/preprocessing/plot_discretization.py
- examples/preprocessing/plot_discretization_classification.py
- examples/preprocessing/plot_discretization_strategies.py
- examples/preprocessing/plot_map_data_to_normal.py
- examples/preprocessing/plot_scaling_importance.py
- examples/preprocessing/plot_target_encoder.py
- examples/preprocessing/plot_target_encoder_cross_val.py
- examples/release_highlights/plot_release_highlights_0_22_0.py
- examples/release_highlights/plot_release_highlights_0_23_0.py
- examples/release_highlights/plot_release_highlights_0_24_0.py
- examples/release_highlights/plot_release_highlights_1_0_0.py
- examples/release_highlights/plot_release_highlights_1_1_0.py
- examples/release_highlights/plot_release_highlights_1_2_0.py
- examples/release_highlights/plot_release_highlights_1_3_0.py
- examples/release_highlights/plot_release_highlights_1_4_0.py
- examples/release_highlights/plot_release_highlights_1_5_0.py
- examples/release_highlights/plot_release_highlights_1_6_0.py
- examples/release_highlights/plot_release_highlights_1_7_0.py
- examples/release_highlights/plot_release_highlights_1_8_0.py
- examples/release_highlights/plot_release_highlights_1_9_0.py
- examples/semi_supervised/plot_label_propagation_digits.py
- examples/semi_supervised/plot_label_propagation_digits_active_learning.py
- examples/semi_supervised/plot_label_propagation_structure.py
- examples/semi_supervised/plot_self_training_varying_threshold.py
- examples/semi_supervised/plot_semi_supervised_newsgroups.py
- examples/semi_supervised/plot_semi_supervised_versus_svm_iris.py
- examples/svm/plot_custom_kernel.py
- examples/svm/plot_iris_svc.py
- examples/svm/plot_linearsvc_support_vectors.py
- examples/svm/plot_oneclass.py
- examples/svm/plot_rbf_parameters.py
- examples/svm/plot_separating_hyperplane.py
- examples/svm/plot_separating_hyperplane_unbalanced.py
- examples/svm/plot_svm_anova.py
- examples/svm/plot_svm_kernels.py
- examples/svm/plot_svm_margin.py
- examples/svm/plot_svm_regression.py
- examples/svm/plot_svm_scale_c.py
- examples/svm/plot_svm_tie_breaking.py
- examples/svm/plot_weighted_samples.py
- examples/text/plot_document_classification_20newsgroups.py
- examples/text/plot_document_clustering.py
- examples/text/plot_hashing_vs_dict_vectorizer.py
- examples/tree/plot_cost_complexity_pruning.py
- examples/tree/plot_iris_dtc.py
- examples/tree/plot_tree_regression.py
- examples/tree/plot_unveil_tree_structure.py
- sklearn/__check_build/__init__.py
- sklearn/__init__.py
- sklearn/_build_utils/__init__.py
- sklearn/_build_utils/tempita.py
- sklearn/_build_utils/version.py
- sklearn/_config.py
- sklearn/_distributor_init.py
- sklearn/_loss/__init__.py
- sklearn/_loss/link.py
- sklearn/_loss/loss.py
- sklearn/_loss/tests/__init__.py
- sklearn/_loss/tests/test_link.py
- sklearn/_loss/tests/test_loss.py
- sklearn/_min_dependencies.py
- sklearn/base.py
- sklearn/calibration.py
- sklearn/callback/__init__.py
- sklearn/callback/_base.py
- sklearn/callback/_callback_context.py
- sklearn/callback/_callback_support.py
- sklearn/callback/_progressbar.py
- sklearn/callback/_scoring_monitor.py
- sklearn/callback/_transport.py
- sklearn/callback/tests/__init__.py
- sklearn/callback/tests/_utils.py
- sklearn/callback/tests/conftest.py
- sklearn/callback/tests/test_callback_context.py
- sklearn/callback/tests/test_callback_support.py
- sklearn/callback/tests/test_pickle.py
- sklearn/callback/tests/test_progressbar.py
- sklearn/callback/tests/test_scoring_monitor.py
- sklearn/cluster/__init__.py
- sklearn/cluster/_affinity_propagation.py
- sklearn/cluster/_agglomerative.py
- sklearn/cluster/_bicluster.py
- sklearn/cluster/_birch.py
- sklearn/cluster/_bisect_k_means.py
- sklearn/cluster/_dbscan.py
- sklearn/cluster/_feature_agglomeration.py
- sklearn/cluster/_hdbscan/__init__.py
- sklearn/cluster/_hdbscan/hdbscan.py
- sklearn/cluster/_hdbscan/tests/__init__.py
- sklearn/cluster/_hdbscan/tests/test_reachibility.py
- sklearn/cluster/_kmeans.py
- sklearn/cluster/_mean_shift.py
- sklearn/cluster/_optics.py
- sklearn/cluster/_spectral.py
- sklearn/cluster/tests/__init__.py
- sklearn/cluster/tests/common.py
- sklearn/cluster/tests/test_affinity_propagation.py
- sklearn/cluster/tests/test_bicluster.py
- sklearn/cluster/tests/test_birch.py
- sklearn/cluster/tests/test_bisect_k_means.py
- sklearn/cluster/tests/test_dbscan.py
- sklearn/cluster/tests/test_feature_agglomeration.py
- sklearn/cluster/tests/test_hdbscan.py
- sklearn/cluster/tests/test_hierarchical.py
- sklearn/cluster/tests/test_k_means.py
- sklearn/cluster/tests/test_mean_shift.py
- sklearn/cluster/tests/test_optics.py
- sklearn/cluster/tests/test_spectral.py
- sklearn/compose/__init__.py
- sklearn/compose/_column_transformer.py
- sklearn/compose/_target.py
- sklearn/compose/tests/__init__.py
- sklearn/compose/tests/test_column_transformer.py
- sklearn/compose/tests/test_target.py
- sklearn/conftest.py
- sklearn/covariance/__init__.py
- sklearn/covariance/_elliptic_envelope.py
- sklearn/covariance/_empirical_covariance.py
- sklearn/covariance/_graph_lasso.py
- sklearn/covariance/_robust_covariance.py
- sklearn/covariance/_shrunk_covariance.py
- sklearn/covariance/tests/__init__.py
- sklearn/covariance/tests/test_covariance.py
- sklearn/covariance/tests/test_elliptic_envelope.py
- sklearn/covariance/tests/test_graphical_lasso.py
- sklearn/covariance/tests/test_robust_covariance.py
- sklearn/cross_decomposition/__init__.py
- sklearn/cross_decomposition/_pls.py
- sklearn/cross_decomposition/tests/__init__.py
- sklearn/cross_decomposition/tests/test_pls.py
- sklearn/datasets/__init__.py
- sklearn/datasets/_arff_parser.py
- sklearn/datasets/_base.py
- sklearn/datasets/_california_housing.py
- sklearn/datasets/_covtype.py
- sklearn/datasets/_kddcup99.py
- sklearn/datasets/_lfw.py
- sklearn/datasets/_olivetti_faces.py
- sklearn/datasets/_openml.py
- sklearn/datasets/_rcv1.py
- sklearn/datasets/_samples_generator.py
- sklearn/datasets/_species_distributions.py
- sklearn/datasets/_svmlight_format_io.py
- sklearn/datasets/_twenty_newsgroups.py
- sklearn/datasets/data/__init__.py
- sklearn/datasets/descr/__init__.py
- sklearn/datasets/images/__init__.py
- sklearn/datasets/tests/__init__.py
- sklearn/datasets/tests/data/__init__.py
- sklearn/datasets/tests/data/openml/__init__.py
- sklearn/datasets/tests/data/openml/id_1/__init__.py
- sklearn/datasets/tests/data/openml/id_1119/__init__.py
- sklearn/datasets/tests/data/openml/id_1590/__init__.py
- sklearn/datasets/tests/data/openml/id_2/__init__.py
- sklearn/datasets/tests/data/openml/id_292/__init__.py
- sklearn/datasets/tests/data/openml/id_3/__init__.py
- sklearn/datasets/tests/data/openml/id_40589/__init__.py
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Indexed releases
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scikit_learn-1.9.0.tar.gz943 members - 1.9.0
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scikit_learn-1.9.0rc1-cp313-cp313-win_arm64.whl653 members - 1.9.0rc1
scikit_learn-1.9.0rc1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl653 members - 1.9.0rc1
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scikit_learn-1.8.0rc1-cp313-cp313t-win_arm64.whl624 members - 1.8.0
scikit_learn-1.8.0-cp314-cp314t-win_arm64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp314-cp314t-macosx_12_0_arm64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp314-cp314-win_arm64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp314-cp314-macosx_12_0_arm64.whl626 members - 1.8.0rc1
scikit_learn-1.8.0rc1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl624 members - 1.8.0
scikit_learn-1.8.0-cp313-cp313t-win_arm64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp313-cp313t-macosx_12_0_arm64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp313-cp313-win_arm64.whl626 members - 1.8.0
scikit_learn-1.8.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl626 members
and more releases past the first 100