├── .binder ├── postBuild └── requirements.txt ├── .circleci ├── artifact_path └── config.yml ├── .codecov.yml ├── .coveragerc ├── .git-blame-ignore-revs ├── .gitattributes ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug_report.yml │ ├── config.yml │ ├── doc_improvement.yml │ └── feature_request.yml ├── PULL_REQUEST_TEMPLATE.md ├── labeler-file-extensions.yml ├── labeler-module.yml ├── scripts │ └── label_title_regex.py └── workflows │ ├── assign.yml │ ├── check-changelog.yml │ ├── check-manifest.yml │ ├── label-blank-issue.yml │ ├── labeler-module.yml │ ├── labeler-title-regex.yml │ ├── publish_pypi.yml │ ├── twitter.yml │ ├── unassign.yml │ ├── update_tracking_issue.yml │ └── wheels.yml ├── .gitignore ├── .mailmap ├── .pre-commit-config.yaml ├── .travis.yml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── COPYING ├── MANIFEST.in ├── Makefile ├── README.rst ├── SECURITY.md ├── asv_benchmarks ├── .gitignore ├── asv.conf.json └── benchmarks │ ├── __init__.py │ ├── cluster.py │ ├── common.py │ ├── config.json │ ├── datasets.py │ ├── decomposition.py │ ├── ensemble.py │ ├── linear_model.py │ ├── manifold.py │ ├── metrics.py │ ├── model_selection.py │ ├── neighbors.py │ ├── svm.py │ └── utils.py ├── azure-pipelines.yml ├── benchmarks ├── .gitignore ├── bench_20newsgroups.py ├── bench_covertype.py ├── bench_feature_expansions.py ├── bench_glm.py ├── bench_glmnet.py ├── bench_hist_gradient_boosting.py ├── bench_hist_gradient_boosting_adult.py ├── bench_hist_gradient_boosting_categorical_only.py ├── bench_hist_gradient_boosting_higgsboson.py ├── bench_hist_gradient_boosting_threading.py ├── bench_isolation_forest.py ├── bench_isotonic.py ├── bench_kernel_pca_solvers_time_vs_n_components.py ├── bench_kernel_pca_solvers_time_vs_n_samples.py ├── bench_lasso.py ├── bench_lof.py ├── bench_mnist.py ├── bench_multilabel_metrics.py ├── bench_online_ocsvm.py ├── bench_plot_fastkmeans.py ├── bench_plot_hierarchical.py ├── bench_plot_incremental_pca.py ├── bench_plot_lasso_path.py ├── bench_plot_neighbors.py ├── bench_plot_nmf.py ├── bench_plot_omp_lars.py ├── bench_plot_parallel_pairwise.py ├── bench_plot_polynomial_kernel_approximation.py ├── bench_plot_randomized_svd.py ├── bench_plot_svd.py ├── bench_plot_ward.py ├── bench_random_projections.py ├── bench_rcv1_logreg_convergence.py ├── bench_saga.py ├── bench_sample_without_replacement.py ├── bench_sgd_regression.py ├── bench_sparsify.py ├── bench_text_vectorizers.py ├── bench_tree.py ├── bench_tsne_mnist.py └── plot_tsne_mnist.py ├── conftest.py ├── doc ├── Makefile ├── README.md ├── about.rst ├── authors.rst ├── authors_emeritus.rst ├── binder │ └── requirements.txt ├── common_pitfalls.rst ├── communication_team.rst ├── computing.rst ├── computing │ ├── computational_performance.rst │ ├── parallelism.rst │ └── scaling_strategies.rst ├── conf.py ├── conftest.py ├── contents.rst ├── data_transforms.rst ├── datasets.rst ├── datasets │ ├── loading_other_datasets.rst │ ├── real_world.rst │ ├── sample_generators.rst │ └── toy_dataset.rst ├── developers │ ├── advanced_installation.rst │ ├── bug_triaging.rst │ ├── contributing.rst │ ├── develop.rst │ ├── index.rst │ ├── maintainer.rst │ ├── minimal_reproducer.rst │ ├── performance.rst │ ├── plotting.rst │ ├── tips.rst │ └── utilities.rst ├── faq.rst ├── getting_started.rst ├── glossary.rst ├── governance.rst ├── images │ ├── axa-small.png │ ├── axa.png │ ├── bcg-small.png │ ├── bcg.png │ ├── bnp-small.png │ ├── bnp.png │ ├── cds-logo.png │ ├── columbia-small.png │ ├── columbia.png │ ├── czi_logo.svg │ ├── dataiku-small.png │ ├── dataiku.png │ ├── digicosme.png │ ├── dysco.png │ ├── fnrs-logo-small.png │ ├── fujitsu-small.png │ ├── fujitsu.png │ ├── google-small.png │ ├── grid_search_cross_validation.png │ ├── grid_search_workflow.png │ ├── huggingface_logo-noborder.png │ ├── inria-logo.jpg │ ├── inria-small.png │ ├── intel-small.png │ ├── intel.png │ ├── iris.pdf │ ├── iris.svg │ ├── last_digit.png │ ├── lda_model_graph.png │ ├── logo_APHP.png │ ├── logo_APHP_text.png │ ├── microsoft-small.png │ ├── microsoft.png │ ├── ml_map.png │ ├── multi_org_chart.png │ ├── multilayerperceptron_network.png │ ├── no_image.png │ ├── nvidia-small.png │ ├── nvidia.png │ ├── nyu_short_color.png │ ├── plot_digits_classification.png │ ├── plot_face_recognition_1.png │ ├── plot_face_recognition_2.png │ ├── png-logo-inria-la-fondation.png │ ├── quansight-labs-small.png │ ├── quansight-labs.png │ ├── rbm_graph.png │ ├── scikit-learn-logo-notext.png │ ├── scikit-learn-logo-small.png │ ├── sloan_banner.png │ ├── sloan_logo-small.png │ ├── sydney-primary.jpeg │ ├── sydney-stacked-small.png │ ├── telecom-small.png │ ├── telecom.png │ └── visual-studio-build-tools-selection.png ├── includes │ ├── big_toc_css.rst │ └── bigger_toc_css.rst ├── inspection.rst ├── install.rst ├── logos │ ├── favicon.ico │ ├── identity.pdf │ ├── scikit-learn-logo-notext.png │ ├── scikit-learn-logo-small.png │ ├── scikit-learn-logo-thumb.png │ ├── scikit-learn-logo.bmp │ ├── scikit-learn-logo.png │ └── scikit-learn-logo.svg ├── make.bat ├── model_persistence.rst ├── model_selection.rst ├── modules │ ├── biclustering.rst │ ├── calibration.rst │ ├── classes.rst │ ├── clustering.rst │ ├── compose.rst │ ├── covariance.rst │ ├── cross_decomposition.rst │ ├── cross_validation.rst │ ├── decomposition.rst │ ├── density.rst │ ├── ensemble.rst │ ├── feature_extraction.rst │ ├── feature_selection.rst │ ├── gaussian_process.rst │ ├── glm_data │ │ ├── lasso_enet_coordinate_descent.png │ │ └── poisson_gamma_tweedie_distributions.png │ ├── grid_search.rst │ ├── impute.rst │ ├── isotonic.rst │ ├── kernel_approximation.rst │ ├── kernel_ridge.rst │ ├── lda_qda.rst │ ├── learning_curve.rst │ ├── linear_model.rst │ ├── manifold.rst │ ├── metrics.rst │ ├── mixture.rst │ ├── model_evaluation.rst │ ├── multiclass.rst │ ├── naive_bayes.rst │ ├── neighbors.rst │ ├── neural_networks_supervised.rst │ ├── neural_networks_unsupervised.rst │ ├── outlier_detection.rst │ ├── partial_dependence.rst │ ├── permutation_importance.rst │ ├── pipeline.rst │ ├── preprocessing.rst │ ├── preprocessing_targets.rst │ ├── random_projection.rst │ ├── semi_supervised.rst │ ├── sgd.rst │ ├── svm.rst │ ├── tree.rst │ └── unsupervised_reduction.rst ├── preface.rst ├── presentations.rst ├── related_projects.rst ├── roadmap.rst ├── sphinxext │ ├── MANIFEST.in │ ├── add_toctree_functions.py │ ├── custom_references_resolver.py │ ├── doi_role.py │ ├── github_link.py │ └── sphinx_issues.py ├── supervised_learning.rst ├── support.rst ├── templates │ ├── class.rst │ ├── class_with_call.rst │ ├── deprecated_class.rst │ ├── deprecated_class_with_call.rst │ ├── deprecated_class_without_init.rst │ ├── deprecated_function.rst │ ├── function.rst │ ├── generate_deprecated.sh │ ├── index.html │ ├── numpydoc_docstring.rst │ └── redirects.html ├── testimonials │ ├── README.txt │ ├── images │ │ ├── Makefile │ │ ├── aweber.png │ │ ├── bestofmedia-logo.png │ │ ├── betaworks.png │ │ ├── birchbox.jpg │ │ ├── bnp_paribas_cardif.png │ │ ├── booking.png │ │ ├── change-logo.png │ │ ├── dataiku_logo.png │ │ ├── datapublica.png │ │ ├── datarobot.png │ │ ├── evernote.png │ │ ├── howaboutwe.png │ │ ├── huggingface.png │ │ ├── infonea.jpg │ │ ├── inria.png │ │ ├── jpmorgan.png │ │ ├── lovely.png │ │ ├── machinalis.png │ │ ├── mars.png │ │ ├── okcupid.png │ │ ├── ottogroup_logo.png │ │ ├── peerindex.png │ │ ├── phimeca.png │ │ ├── rangespan.png │ │ ├── solido_logo.png │ │ ├── spotify.png │ │ ├── telecomparistech.jpg │ │ ├── yhat.png │ │ └── zopa.png │ └── testimonials.rst ├── themes │ └── scikit-learn-modern │ │ ├── javascript.html │ │ ├── layout.html │ │ ├── nav.html │ │ ├── search.html │ │ ├── static │ │ ├── css │ │ │ ├── theme.css │ │ │ └── vendor │ │ │ │ └── bootstrap.min.css │ │ └── js │ │ │ ├── searchtools.js │ │ │ └── vendor │ │ │ └── bootstrap.min.js │ │ └── theme.conf ├── triage_team.rst ├── tune_toc.rst ├── tutorial │ ├── basic │ │ └── tutorial.rst │ ├── common_includes │ │ └── info.txt │ ├── index.rst │ ├── machine_learning_map │ │ ├── ML_MAPS_README.txt │ │ ├── index.rst │ │ ├── parse_path.py │ │ ├── pyparsing.py │ │ └── svg2imagemap.py │ ├── statistical_inference │ │ ├── index.rst │ │ ├── model_selection.rst │ │ ├── putting_together.rst │ │ ├── settings.rst │ │ ├── supervised_learning.rst │ │ └── unsupervised_learning.rst │ └── text_analytics │ │ ├── .gitignore │ │ ├── data │ │ ├── languages │ │ │ └── fetch_data.py │ │ ├── movie_reviews │ │ │ └── fetch_data.py │ │ └── twenty_newsgroups │ │ │ └── fetch_data.py │ │ ├── skeletons │ │ ├── exercise_01_language_train_model.py │ │ └── exercise_02_sentiment.py │ │ ├── solutions │ │ ├── exercise_01_language_train_model.py │ │ ├── exercise_02_sentiment.py │ │ └── generate_skeletons.py │ │ └── working_with_text_data.rst ├── unsupervised_learning.rst ├── user_guide.rst ├── visualizations.rst ├── whats_new.rst └── whats_new │ ├── _contributors.rst │ ├── changelog_legend.inc │ ├── older_versions.rst │ ├── v0.13.rst │ ├── v0.14.rst │ ├── v0.15.rst │ ├── v0.16.rst │ ├── v0.17.rst │ ├── v0.18.rst │ ├── v0.19.rst │ ├── v0.20.rst │ ├── v0.21.rst │ ├── v0.22.rst │ ├── v0.23.rst │ ├── v0.24.rst │ ├── v1.0.rst │ └── v1.1.rst ├── examples ├── README.txt ├── applications │ ├── README.txt │ ├── plot_cyclical_feature_engineering.py │ ├── plot_digits_denoising.py │ ├── plot_face_recognition.py │ ├── plot_model_complexity_influence.py │ ├── plot_out_of_core_classification.py │ ├── plot_outlier_detection_wine.py │ ├── plot_prediction_latency.py │ ├── plot_species_distribution_modeling.py │ ├── plot_stock_market.py │ ├── plot_tomography_l1_reconstruction.py │ ├── plot_topics_extraction_with_nmf_lda.py │ ├── svm_gui.py │ └── wikipedia_principal_eigenvector.py ├── bicluster │ ├── README.txt │ ├── plot_bicluster_newsgroups.py │ ├── plot_spectral_biclustering.py │ └── plot_spectral_coclustering.py ├── calibration │ ├── README.txt │ ├── plot_calibration.py │ ├── plot_calibration_curve.py │ ├── plot_calibration_multiclass.py │ └── plot_compare_calibration.py ├── classification │ ├── README.txt │ ├── plot_classification_probability.py │ ├── plot_classifier_comparison.py │ ├── plot_digits_classification.py │ ├── plot_lda.py │ └── plot_lda_qda.py ├── cluster │ ├── README.txt │ ├── plot_adjusted_for_chance_measures.py │ ├── plot_affinity_propagation.py │ ├── plot_agglomerative_clustering.py │ ├── plot_agglomerative_clustering_metrics.py │ ├── plot_agglomerative_dendrogram.py │ ├── plot_birch_vs_minibatchkmeans.py │ ├── plot_cluster_comparison.py │ ├── plot_cluster_iris.py │ ├── plot_coin_segmentation.py │ ├── plot_coin_ward_segmentation.py │ ├── plot_color_quantization.py │ ├── plot_dbscan.py │ ├── plot_dict_face_patches.py │ ├── plot_digits_agglomeration.py │ ├── plot_digits_linkage.py │ ├── plot_face_compress.py │ ├── plot_feature_agglomeration_vs_univariate_selection.py │ ├── plot_inductive_clustering.py │ ├── plot_kmeans_assumptions.py │ ├── plot_kmeans_digits.py │ ├── plot_kmeans_plusplus.py │ ├── plot_kmeans_silhouette_analysis.py │ ├── plot_kmeans_stability_low_dim_dense.py │ ├── plot_linkage_comparison.py │ ├── plot_mean_shift.py │ ├── plot_mini_batch_kmeans.py │ ├── plot_optics.py │ ├── plot_segmentation_toy.py │ └── plot_ward_structured_vs_unstructured.py ├── compose │ ├── README.txt │ ├── plot_column_transformer.py │ ├── plot_column_transformer_mixed_types.py │ ├── plot_compare_reduction.py │ ├── plot_digits_pipe.py │ ├── plot_feature_union.py │ └── plot_transformed_target.py ├── covariance │ ├── README.txt │ ├── plot_covariance_estimation.py │ ├── plot_lw_vs_oas.py │ ├── plot_mahalanobis_distances.py │ ├── plot_robust_vs_empirical_covariance.py │ └── plot_sparse_cov.py ├── cross_decomposition │ ├── README.txt │ ├── plot_compare_cross_decomposition.py │ └── plot_pcr_vs_pls.py ├── datasets │ ├── README.txt │ ├── plot_digits_last_image.py │ ├── plot_iris_dataset.py │ ├── plot_random_dataset.py │ └── plot_random_multilabel_dataset.py ├── decomposition │ ├── README.txt │ ├── plot_beta_divergence.py │ ├── plot_faces_decomposition.py │ ├── plot_ica_blind_source_separation.py │ ├── plot_ica_vs_pca.py │ ├── plot_image_denoising.py │ ├── plot_incremental_pca.py │ ├── plot_kernel_pca.py │ ├── plot_pca_3d.py │ ├── plot_pca_iris.py │ ├── plot_pca_vs_fa_model_selection.py │ ├── plot_pca_vs_lda.py │ ├── plot_sparse_coding.py │ └── plot_varimax_fa.py ├── ensemble │ ├── README.txt │ ├── plot_adaboost_hastie_10_2.py │ ├── plot_adaboost_multiclass.py │ ├── plot_adaboost_regression.py │ ├── plot_adaboost_twoclass.py │ ├── plot_bias_variance.py │ ├── plot_ensemble_oob.py │ ├── plot_feature_transformation.py │ ├── plot_forest_importances.py │ ├── plot_forest_importances_faces.py │ ├── plot_forest_iris.py │ ├── plot_gradient_boosting_categorical.py │ ├── plot_gradient_boosting_early_stopping.py │ ├── plot_gradient_boosting_oob.py │ ├── plot_gradient_boosting_quantile.py │ ├── plot_gradient_boosting_regression.py │ ├── plot_gradient_boosting_regularization.py │ ├── plot_isolation_forest.py │ ├── plot_monotonic_constraints.py │ ├── plot_random_forest_embedding.py │ ├── plot_random_forest_regression_multioutput.py │ ├── plot_stack_predictors.py │ ├── plot_voting_decision_regions.py │ ├── plot_voting_probas.py │ └── plot_voting_regressor.py ├── exercises │ ├── README.txt │ ├── plot_cv_diabetes.py │ ├── plot_cv_digits.py │ ├── plot_digits_classification_exercise.py │ └── plot_iris_exercise.py ├── feature_selection │ ├── README.txt │ ├── plot_f_test_vs_mi.py │ ├── plot_feature_selection.py │ ├── plot_feature_selection_pipeline.py │ ├── plot_rfe_digits.py │ ├── plot_rfe_with_cross_validation.py │ └── plot_select_from_model_diabetes.py ├── gaussian_process │ ├── README.txt │ ├── plot_compare_gpr_krr.py │ ├── plot_gpc.py │ ├── plot_gpc_iris.py │ ├── plot_gpc_isoprobability.py │ ├── plot_gpc_xor.py │ ├── plot_gpr_co2.py │ ├── plot_gpr_noisy.py │ ├── plot_gpr_noisy_targets.py │ ├── plot_gpr_on_structured_data.py │ └── plot_gpr_prior_posterior.py ├── impute │ ├── README.txt │ ├── plot_iterative_imputer_variants_comparison.py │ └── plot_missing_values.py ├── inspection │ ├── README.txt │ ├── plot_linear_model_coefficient_interpretation.py │ ├── plot_partial_dependence.py │ ├── plot_permutation_importance.py │ └── plot_permutation_importance_multicollinear.py ├── kernel_approximation │ ├── README.txt │ └── plot_scalable_poly_kernels.py ├── linear_model │ ├── README.txt │ ├── plot_ard.py │ ├── plot_bayesian_ridge.py │ ├── plot_bayesian_ridge_curvefit.py │ ├── plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py │ ├── plot_huber_vs_ridge.py │ ├── plot_iris_logistic.py │ ├── plot_lasso_and_elasticnet.py │ ├── plot_lasso_coordinate_descent_path.py │ ├── plot_lasso_dense_vs_sparse_data.py │ ├── plot_lasso_lars.py │ ├── plot_lasso_lars_ic.py │ ├── plot_lasso_model_selection.py │ ├── plot_logistic.py │ ├── plot_logistic_l1_l2_sparsity.py │ ├── plot_logistic_multinomial.py │ ├── plot_logistic_path.py │ ├── plot_multi_task_lasso_support.py │ ├── plot_nnls.py │ ├── plot_ols.py │ ├── plot_ols_3d.py │ ├── plot_ols_ridge_variance.py │ ├── plot_omp.py │ ├── plot_poisson_regression_non_normal_loss.py │ ├── plot_polynomial_interpolation.py │ ├── plot_quantile_regression.py │ ├── plot_ransac.py │ ├── plot_ridge_coeffs.py │ ├── plot_ridge_path.py │ ├── plot_robust_fit.py │ ├── plot_sgd_comparison.py │ ├── plot_sgd_early_stopping.py │ ├── plot_sgd_iris.py │ ├── plot_sgd_loss_functions.py │ ├── plot_sgd_penalties.py │ ├── plot_sgd_separating_hyperplane.py │ ├── plot_sgd_weighted_samples.py │ ├── plot_sgdocsvm_vs_ocsvm.py │ ├── plot_sparse_logistic_regression_20newsgroups.py │ ├── plot_sparse_logistic_regression_mnist.py │ ├── plot_theilsen.py │ └── plot_tweedie_regression_insurance_claims.py ├── manifold │ ├── README.txt │ ├── plot_compare_methods.py │ ├── plot_lle_digits.py │ ├── plot_manifold_sphere.py │ ├── plot_mds.py │ ├── plot_swissroll.py │ └── plot_t_sne_perplexity.py ├── miscellaneous │ ├── README.txt │ ├── plot_anomaly_comparison.py │ ├── plot_changed_only_pprint_parameter.py │ ├── plot_display_object_visualization.py │ ├── plot_isotonic_regression.py │ ├── plot_johnson_lindenstrauss_bound.py │ ├── plot_kernel_approximation.py │ ├── plot_kernel_ridge_regression.py │ ├── plot_multilabel.py │ ├── plot_multioutput_face_completion.py │ ├── plot_partial_dependence_visualization_api.py │ ├── plot_pipeline_display.py │ └── plot_roc_curve_visualization_api.py ├── mixture │ ├── README.txt │ ├── plot_concentration_prior.py │ ├── plot_gmm.py │ ├── plot_gmm_covariances.py │ ├── plot_gmm_pdf.py │ ├── plot_gmm_selection.py │ └── plot_gmm_sin.py ├── model_selection │ ├── README.txt │ ├── grid_search_text_feature_extraction.py │ ├── plot_confusion_matrix.py │ ├── plot_cv_indices.py │ ├── plot_cv_predict.py │ ├── plot_det.py │ ├── plot_grid_search_digits.py │ ├── plot_grid_search_refit_callable.py │ ├── plot_grid_search_stats.py │ ├── plot_learning_curve.py │ ├── plot_multi_metric_evaluation.py │ ├── plot_nested_cross_validation_iris.py │ ├── plot_permutation_tests_for_classification.py │ ├── plot_precision_recall.py │ ├── plot_randomized_search.py │ ├── plot_roc.py │ ├── plot_roc_crossval.py │ ├── plot_successive_halving_heatmap.py │ ├── plot_successive_halving_iterations.py │ ├── plot_train_error_vs_test_error.py │ ├── plot_underfitting_overfitting.py │ └── plot_validation_curve.py ├── multioutput │ ├── README.txt │ └── plot_classifier_chain_yeast.py ├── neighbors │ ├── README.txt │ ├── approximate_nearest_neighbors.py │ ├── plot_caching_nearest_neighbors.py │ ├── plot_classification.py │ ├── plot_digits_kde_sampling.py │ ├── plot_kde_1d.py │ ├── plot_lof_novelty_detection.py │ ├── plot_lof_outlier_detection.py │ ├── plot_nca_classification.py │ ├── plot_nca_dim_reduction.py │ ├── plot_nca_illustration.py │ ├── plot_nearest_centroid.py │ ├── plot_regression.py │ └── plot_species_kde.py ├── neural_networks │ ├── README.txt │ ├── plot_mlp_alpha.py │ ├── plot_mlp_training_curves.py │ ├── plot_mnist_filters.py │ └── plot_rbm_logistic_classification.py ├── preprocessing │ ├── README.txt │ ├── plot_all_scaling.py │ ├── plot_discretization.py │ ├── plot_discretization_classification.py │ ├── plot_discretization_strategies.py │ ├── plot_map_data_to_normal.py │ └── plot_scaling_importance.py ├── release_highlights │ ├── README.txt │ ├── plot_release_highlights_0_22_0.py │ ├── plot_release_highlights_0_23_0.py │ ├── plot_release_highlights_0_24_0.py │ └── plot_release_highlights_1_0_0.py ├── semi_supervised │ ├── README.txt │ ├── plot_label_propagation_digits.py │ ├── plot_label_propagation_digits_active_learning.py │ ├── plot_label_propagation_structure.py │ ├── plot_self_training_varying_threshold.py │ ├── plot_semi_supervised_newsgroups.py │ └── plot_semi_supervised_versus_svm_iris.py ├── svm │ ├── README.txt │ ├── plot_custom_kernel.py │ ├── plot_iris_svc.py │ ├── plot_linearsvc_support_vectors.py │ ├── plot_oneclass.py │ ├── plot_rbf_parameters.py │ ├── plot_separating_hyperplane.py │ ├── plot_separating_hyperplane_unbalanced.py │ ├── plot_svm_anova.py │ ├── plot_svm_kernels.py │ ├── plot_svm_margin.py │ ├── plot_svm_nonlinear.py │ ├── plot_svm_regression.py │ ├── plot_svm_scale_c.py │ ├── plot_svm_tie_breaking.py │ └── plot_weighted_samples.py ├── text │ ├── README.txt │ ├── plot_document_classification_20newsgroups.py │ ├── plot_document_clustering.py │ └── plot_hashing_vs_dict_vectorizer.py └── tree │ ├── README.txt │ ├── plot_cost_complexity_pruning.py │ ├── plot_iris_dtc.py │ ├── plot_tree_regression.py │ ├── plot_tree_regression_multioutput.py │ └── plot_unveil_tree_structure.py ├── lgtm.yml ├── maint_tools ├── check_pxd_in_installation.py ├── sort_whats_new.py ├── update_tracking_issue.py └── whats_missing.sh ├── pyproject.toml ├── setup.cfg ├── setup.py └── sklearn ├── __check_build ├── __init__.py ├── _check_build.pyx └── setup.py ├── __init__.py ├── _build_utils ├── __init__.py ├── openmp_helpers.py └── pre_build_helpers.py ├── _config.py ├── _distributor_init.py ├── _isotonic.pyx ├── _loss ├── __init__.py ├── _loss.pxd ├── _loss.pyx.tp ├── glm_distribution.py ├── link.py ├── loss.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_glm_distribution.py │ ├── test_link.py │ └── test_loss.py ├── _min_dependencies.py ├── base.py ├── calibration.py ├── cluster ├── __init__.py ├── _affinity_propagation.py ├── _agglomerative.py ├── _bicluster.py ├── _birch.py ├── _dbscan.py ├── _dbscan_inner.pyx ├── _feature_agglomeration.py ├── _hierarchical_fast.pyx ├── _k_means_common.pxd ├── _k_means_common.pyx ├── _k_means_elkan.pyx ├── _k_means_lloyd.pyx ├── _k_means_minibatch.pyx ├── _kmeans.py ├── _mean_shift.py ├── _optics.py ├── _spectral.py ├── setup.py └── tests │ ├── __init__.py │ ├── common.py │ ├── test_affinity_propagation.py │ ├── test_bicluster.py │ ├── test_birch.py │ ├── test_dbscan.py │ ├── test_feature_agglomeration.py │ ├── test_hierarchical.py │ ├── test_k_means.py │ ├── test_mean_shift.py │ ├── test_optics.py │ └── test_spectral.py ├── compose ├── __init__.py ├── _column_transformer.py ├── _target.py └── tests │ ├── __init__.py │ ├── test_column_transformer.py │ └── test_target.py ├── conftest.py ├── covariance ├── __init__.py ├── _elliptic_envelope.py ├── _empirical_covariance.py ├── _graph_lasso.py ├── _robust_covariance.py ├── _shrunk_covariance.py └── tests │ ├── __init__.py │ ├── test_covariance.py │ ├── test_elliptic_envelope.py │ ├── test_graphical_lasso.py │ └── test_robust_covariance.py ├── cross_decomposition ├── __init__.py ├── _pls.py └── tests │ ├── __init__.py │ └── test_pls.py ├── datasets ├── __init__.py ├── _arff_parser.py ├── _base.py ├── _california_housing.py ├── _covtype.py ├── _kddcup99.py ├── _lfw.py ├── _olivetti_faces.py ├── _openml.py ├── _rcv1.py ├── _samples_generator.py ├── _species_distributions.py ├── _svmlight_format_fast.pyx ├── _svmlight_format_io.py ├── _twenty_newsgroups.py ├── data │ ├── __init__.py │ ├── boston_house_prices.csv │ ├── breast_cancer.csv │ ├── diabetes_data_raw.csv.gz │ ├── diabetes_target.csv.gz │ ├── digits.csv.gz │ ├── iris.csv │ ├── linnerud_exercise.csv │ ├── linnerud_physiological.csv │ └── wine_data.csv ├── descr │ ├── __init__.py │ ├── boston_house_prices.rst │ ├── breast_cancer.rst │ ├── california_housing.rst │ ├── covtype.rst │ ├── diabetes.rst │ ├── digits.rst │ ├── iris.rst │ ├── kddcup99.rst │ ├── lfw.rst │ ├── linnerud.rst │ ├── olivetti_faces.rst │ ├── rcv1.rst │ ├── twenty_newsgroups.rst │ └── wine_data.rst ├── images │ ├── README.txt │ ├── __init__.py │ ├── china.jpg │ └── flower.jpg ├── setup.py └── tests │ ├── __init__.py │ ├── conftest.py │ ├── data │ ├── __init__.py │ ├── openml │ │ ├── __init__.py │ │ ├── id_1 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-1.json.gz │ │ │ ├── api-v1-jdf-1.json.gz │ │ │ ├── api-v1-jdq-1.json.gz │ │ │ └── data-v1-dl-1.arff.gz │ │ ├── id_1119 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-1119.json.gz │ │ │ ├── api-v1-jdf-1119.json.gz │ │ │ ├── api-v1-jdl-dn-adult-census-l-2-dv-1.json.gz │ │ │ ├── api-v1-jdl-dn-adult-census-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-1119.json.gz │ │ │ └── data-v1-dl-54002.arff.gz │ │ ├── id_2 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-2.json.gz │ │ │ ├── api-v1-jdf-2.json.gz │ │ │ ├── api-v1-jdl-dn-anneal-l-2-dv-1.json.gz │ │ │ ├── api-v1-jdl-dn-anneal-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-2.json.gz │ │ │ └── data-v1-dl-1666876.arff.gz │ │ ├── id_292 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-292.json.gz │ │ │ ├── api-v1-jd-40981.json.gz │ │ │ ├── api-v1-jdf-292.json.gz │ │ │ ├── api-v1-jdf-40981.json.gz │ │ │ ├── api-v1-jdl-dn-australian-l-2-dv-1-s-dact.json.gz │ │ │ ├── api-v1-jdl-dn-australian-l-2-dv-1.json.gz │ │ │ ├── api-v1-jdl-dn-australian-l-2-s-act-.json.gz │ │ │ └── data-v1-dl-49822.arff.gz │ │ ├── id_3 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-3.json.gz │ │ │ ├── api-v1-jdf-3.json.gz │ │ │ ├── api-v1-jdq-3.json.gz │ │ │ └── data-v1-dl-3.arff.gz │ │ ├── id_40589 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-40589.json.gz │ │ │ ├── api-v1-jdf-40589.json.gz │ │ │ ├── api-v1-jdl-dn-emotions-l-2-dv-3.json.gz │ │ │ ├── api-v1-jdl-dn-emotions-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-40589.json.gz │ │ │ └── data-v1-dl-4644182.arff.gz │ │ ├── id_40675 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-40675.json.gz │ │ │ ├── api-v1-jdf-40675.json.gz │ │ │ ├── api-v1-jdl-dn-glass2-l-2-dv-1-s-dact.json.gz │ │ │ ├── api-v1-jdl-dn-glass2-l-2-dv-1.json.gz │ │ │ ├── api-v1-jdl-dn-glass2-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-40675.json.gz │ │ │ └── data-v1-dl-4965250.arff.gz │ │ ├── id_40945 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-40945.json.gz │ │ │ ├── api-v1-jdf-40945.json.gz │ │ │ ├── api-v1-jdq-40945.json.gz │ │ │ └── data-v1-dl-16826755.arff.gz │ │ ├── id_40966 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-40966.json.gz │ │ │ ├── api-v1-jdf-40966.json.gz │ │ │ ├── api-v1-jdl-dn-miceprotein-l-2-dv-4.json.gz │ │ │ ├── api-v1-jdl-dn-miceprotein-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-40966.json.gz │ │ │ └── data-v1-dl-17928620.arff.gz │ │ ├── id_42585 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-42585.json.gz │ │ │ ├── api-v1-jdf-42585.json.gz │ │ │ ├── api-v1-jdq-42585.json.gz │ │ │ └── data-v1-dl-21854866.arff.gz │ │ ├── id_561 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-561.json.gz │ │ │ ├── api-v1-jdf-561.json.gz │ │ │ ├── api-v1-jdl-dn-cpu-l-2-dv-1.json.gz │ │ │ ├── api-v1-jdl-dn-cpu-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-561.json.gz │ │ │ └── data-v1-dl-52739.arff.gz │ │ ├── id_61 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-61.json.gz │ │ │ ├── api-v1-jdf-61.json.gz │ │ │ ├── api-v1-jdl-dn-iris-l-2-dv-1.json.gz │ │ │ ├── api-v1-jdl-dn-iris-l-2-s-act-.json.gz │ │ │ ├── api-v1-jdq-61.json.gz │ │ │ └── data-v1-dl-61.arff.gz │ │ └── id_62 │ │ │ ├── __init__.py │ │ │ ├── api-v1-jd-62.json.gz │ │ │ ├── api-v1-jdf-62.json.gz │ │ │ ├── api-v1-jdq-62.json.gz │ │ │ └── data-v1-dl-52352.arff.gz │ ├── svmlight_classification.txt │ ├── svmlight_invalid.txt │ ├── svmlight_invalid_order.txt │ └── svmlight_multilabel.txt │ ├── test_20news.py │ ├── test_base.py │ ├── test_california_housing.py │ ├── test_common.py │ ├── test_covtype.py │ ├── test_kddcup99.py │ ├── test_lfw.py │ ├── test_olivetti_faces.py │ ├── test_openml.py │ ├── test_rcv1.py │ ├── test_samples_generator.py │ └── test_svmlight_format.py ├── decomposition ├── __init__.py ├── _base.py ├── _cdnmf_fast.pyx ├── _dict_learning.py ├── _factor_analysis.py ├── _fastica.py ├── _incremental_pca.py ├── _kernel_pca.py ├── _lda.py ├── _nmf.py ├── _online_lda_fast.pyx ├── _pca.py ├── _sparse_pca.py ├── _truncated_svd.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_dict_learning.py │ ├── test_factor_analysis.py │ ├── test_fastica.py │ ├── test_incremental_pca.py │ ├── test_kernel_pca.py │ ├── test_nmf.py │ ├── test_online_lda.py │ ├── test_pca.py │ ├── test_sparse_pca.py │ └── test_truncated_svd.py ├── discriminant_analysis.py ├── dummy.py ├── ensemble ├── __init__.py ├── _bagging.py ├── _base.py ├── _forest.py ├── _gb.py ├── _gb_losses.py ├── _gradient_boosting.pyx ├── _hist_gradient_boosting │ ├── __init__.py │ ├── _binning.pyx │ ├── _bitset.pxd │ ├── _bitset.pyx │ ├── _gradient_boosting.pyx │ ├── _predictor.pyx │ ├── binning.py │ ├── common.pxd │ ├── common.pyx │ ├── gradient_boosting.py │ ├── grower.py │ ├── histogram.pyx │ ├── predictor.py │ ├── splitting.pyx │ ├── tests │ │ ├── __init__.py │ │ ├── test_binning.py │ │ ├── test_bitset.py │ │ ├── test_compare_lightgbm.py │ │ ├── test_gradient_boosting.py │ │ ├── test_grower.py │ │ ├── test_histogram.py │ │ ├── test_monotonic_contraints.py │ │ ├── test_predictor.py │ │ ├── test_splitting.py │ │ └── test_warm_start.py │ └── utils.pyx ├── _iforest.py ├── _stacking.py ├── _voting.py ├── _weight_boosting.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_bagging.py │ ├── test_base.py │ ├── test_common.py │ ├── test_forest.py │ ├── test_gradient_boosting.py │ ├── test_gradient_boosting_loss_functions.py │ ├── test_iforest.py │ ├── test_stacking.py │ ├── test_voting.py │ └── test_weight_boosting.py ├── exceptions.py ├── experimental ├── __init__.py ├── enable_halving_search_cv.py ├── enable_hist_gradient_boosting.py ├── enable_iterative_imputer.py └── tests │ ├── __init__.py │ ├── test_enable_hist_gradient_boosting.py │ ├── test_enable_iterative_imputer.py │ └── test_enable_successive_halving.py ├── externals ├── README ├── __init__.py ├── _arff.py ├── _lobpcg.py ├── _packaging │ ├── __init__.py │ ├── _structures.py │ └── version.py ├── _pilutil.py └── conftest.py ├── feature_extraction ├── __init__.py ├── _dict_vectorizer.py ├── _hash.py ├── _hashing_fast.pyx ├── _stop_words.py ├── image.py ├── setup.py ├── tests │ ├── __init__.py │ ├── test_dict_vectorizer.py │ ├── test_feature_hasher.py │ ├── test_image.py │ └── test_text.py └── text.py ├── feature_selection ├── __init__.py ├── _base.py ├── _from_model.py ├── _mutual_info.py ├── _rfe.py ├── _sequential.py ├── _univariate_selection.py ├── _variance_threshold.py └── tests │ ├── __init__.py │ ├── test_base.py │ ├── test_chi2.py │ ├── test_feature_select.py │ ├── test_from_model.py │ ├── test_mutual_info.py │ ├── test_rfe.py │ ├── test_sequential.py │ └── test_variance_threshold.py ├── gaussian_process ├── __init__.py ├── _gpc.py ├── _gpr.py ├── kernels.py └── tests │ ├── __init__.py │ ├── _mini_sequence_kernel.py │ ├── test_gpc.py │ ├── test_gpr.py │ └── test_kernels.py ├── impute ├── __init__.py ├── _base.py ├── _iterative.py ├── _knn.py └── tests │ ├── __init__.py │ ├── test_base.py │ ├── test_common.py │ ├── test_impute.py │ └── test_knn.py ├── inspection ├── __init__.py ├── _partial_dependence.py ├── _permutation_importance.py ├── _plot │ ├── __init__.py │ ├── partial_dependence.py │ └── tests │ │ ├── __init__.py │ │ └── test_plot_partial_dependence.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_partial_dependence.py │ └── test_permutation_importance.py ├── isotonic.py ├── kernel_approximation.py ├── kernel_ridge.py ├── linear_model ├── __init__.py ├── _base.py ├── _bayes.py ├── _cd_fast.pyx ├── _coordinate_descent.py ├── _glm │ ├── __init__.py │ ├── glm.py │ ├── link.py │ └── tests │ │ ├── __init__.py │ │ ├── test_glm.py │ │ └── test_link.py ├── _huber.py ├── _least_angle.py ├── _linear_loss.py ├── _logistic.py ├── _omp.py ├── _passive_aggressive.py ├── _perceptron.py ├── _quantile.py ├── _ransac.py ├── _ridge.py ├── _sag.py ├── _sag_fast.pyx.tp ├── _sgd_fast.pxd ├── _sgd_fast.pyx ├── _sgd_fast_helpers.h ├── _stochastic_gradient.py ├── _theil_sen.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_base.py │ ├── test_bayes.py │ ├── test_common.py │ ├── test_coordinate_descent.py │ ├── test_huber.py │ ├── test_least_angle.py │ ├── test_linear_loss.py │ ├── test_logistic.py │ ├── test_omp.py │ ├── test_passive_aggressive.py │ ├── test_perceptron.py │ ├── test_quantile.py │ ├── test_ransac.py │ ├── test_ridge.py │ ├── test_sag.py │ ├── test_sgd.py │ ├── test_sparse_coordinate_descent.py │ └── test_theil_sen.py ├── manifold ├── __init__.py ├── _barnes_hut_tsne.pyx ├── _isomap.py ├── _locally_linear.py ├── _mds.py ├── _spectral_embedding.py ├── _t_sne.py ├── _utils.pyx ├── setup.py └── tests │ ├── __init__.py │ ├── test_isomap.py │ ├── test_locally_linear.py │ ├── test_mds.py │ ├── test_spectral_embedding.py │ └── test_t_sne.py ├── metrics ├── __init__.py ├── _base.py ├── _classification.py ├── _dist_metrics.pxd ├── _dist_metrics.pyx ├── _pairwise_distances_reduction.pyx ├── _pairwise_fast.pyx ├── _plot │ ├── __init__.py │ ├── base.py │ ├── confusion_matrix.py │ ├── det_curve.py │ ├── precision_recall_curve.py │ ├── roc_curve.py │ └── tests │ │ ├── __init__.py │ │ ├── test_base.py │ │ ├── test_common_curve_display.py │ │ ├── test_confusion_matrix_display.py │ │ ├── test_det_curve_display.py │ │ ├── test_plot_confusion_matrix.py │ │ ├── test_plot_curve_common.py │ │ ├── test_plot_det_curve.py │ │ ├── test_plot_precision_recall.py │ │ ├── test_plot_roc_curve.py │ │ ├── test_precision_recall_display.py │ │ └── test_roc_curve_display.py ├── _ranking.py ├── _regression.py ├── _scorer.py ├── cluster │ ├── __init__.py │ ├── _bicluster.py │ ├── _expected_mutual_info_fast.pyx │ ├── _supervised.py │ ├── _unsupervised.py │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── test_bicluster.py │ │ ├── test_common.py │ │ ├── test_supervised.py │ │ └── test_unsupervised.py ├── pairwise.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_classification.py │ ├── test_common.py │ ├── test_dist_metrics.py │ ├── test_pairwise.py │ ├── test_pairwise_distances_reduction.py │ ├── test_ranking.py │ ├── test_regression.py │ └── test_score_objects.py ├── mixture ├── __init__.py ├── _base.py ├── _bayesian_mixture.py ├── _gaussian_mixture.py └── tests │ ├── __init__.py │ ├── test_bayesian_mixture.py │ ├── test_gaussian_mixture.py │ └── test_mixture.py ├── model_selection ├── __init__.py ├── _search.py ├── _search_successive_halving.py ├── _split.py ├── _validation.py └── tests │ ├── __init__.py │ ├── common.py │ ├── test_search.py │ ├── test_split.py │ ├── test_successive_halving.py │ └── test_validation.py ├── multiclass.py ├── multioutput.py ├── naive_bayes.py ├── neighbors ├── __init__.py ├── _ball_tree.pyx ├── _base.py ├── _binary_tree.pxi ├── _classification.py ├── _distance_metric.py ├── _graph.py ├── _kd_tree.pyx ├── _kde.py ├── _lof.py ├── _nca.py ├── _nearest_centroid.py ├── _partition_nodes.pxd ├── _partition_nodes.pyx ├── _quad_tree.pxd ├── _quad_tree.pyx ├── _regression.py ├── _unsupervised.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_ball_tree.py │ ├── test_graph.py │ ├── test_kd_tree.py │ ├── test_kde.py │ ├── test_lof.py │ ├── test_nca.py │ ├── test_nearest_centroid.py │ ├── test_neighbors.py │ ├── test_neighbors_pipeline.py │ ├── test_neighbors_tree.py │ └── test_quad_tree.py ├── neural_network ├── __init__.py ├── _base.py ├── _multilayer_perceptron.py ├── _rbm.py ├── _stochastic_optimizers.py └── tests │ ├── __init__.py │ ├── test_base.py │ ├── test_mlp.py │ ├── test_rbm.py │ └── test_stochastic_optimizers.py ├── pipeline.py ├── preprocessing ├── __init__.py ├── _csr_polynomial_expansion.pyx ├── _data.py ├── _discretization.py ├── _encoders.py ├── _function_transformer.py ├── _label.py ├── _polynomial.py ├── setup.py └── tests │ ├── __init__.py │ ├── test_common.py │ ├── test_data.py │ ├── test_discretization.py │ ├── test_encoders.py │ ├── test_function_transformer.py │ ├── test_label.py │ └── test_polynomial.py ├── random_projection.py ├── semi_supervised ├── __init__.py ├── _label_propagation.py ├── _self_training.py └── tests │ ├── __init__.py │ ├── test_label_propagation.py │ └── test_self_training.py ├── setup.py ├── svm ├── __init__.py ├── _base.py ├── _bounds.py ├── _classes.py ├── _liblinear.pxi ├── _liblinear.pyx ├── _libsvm.pxi ├── _libsvm.pyx ├── _libsvm_sparse.pyx ├── _newrand.pyx ├── setup.py ├── src │ ├── liblinear │ │ ├── COPYRIGHT │ │ ├── _cython_blas_helpers.h │ │ ├── liblinear_helper.c │ │ ├── linear.cpp │ │ ├── linear.h │ │ ├── tron.cpp │ │ └── tron.h │ ├── libsvm │ │ ├── LIBSVM_CHANGES │ │ ├── _svm_cython_blas_helpers.h │ │ ├── libsvm_helper.c │ │ ├── libsvm_sparse_helper.c │ │ ├── libsvm_template.cpp │ │ ├── svm.cpp │ │ └── svm.h │ └── newrand │ │ └── newrand.h └── tests │ ├── __init__.py │ ├── test_bounds.py │ ├── test_sparse.py │ └── test_svm.py ├── tests ├── __init__.py ├── test_base.py ├── test_build.py ├── test_calibration.py ├── test_check_build.py ├── test_common.py ├── test_config.py ├── test_discriminant_analysis.py ├── test_docstring_parameters.py ├── test_docstrings.py ├── test_dummy.py ├── test_init.py ├── test_isotonic.py ├── test_kernel_approximation.py ├── test_kernel_ridge.py ├── test_metaestimators.py ├── test_min_dependencies_readme.py ├── test_multiclass.py ├── test_multioutput.py ├── test_naive_bayes.py ├── test_pipeline.py └── test_random_projection.py ├── tree ├── __init__.py ├── _classes.py ├── _criterion.pxd ├── _criterion.pyx ├── _export.py ├── _reingold_tilford.py ├── _splitter.pxd ├── _splitter.pyx ├── _tree.pxd ├── _tree.pyx ├── _utils.pxd ├── _utils.pyx ├── setup.py └── tests │ ├── __init__.py │ ├── test_export.py │ ├── test_reingold_tilford.py │ └── test_tree.py └── utils ├── __init__.py ├── _arpack.py ├── _bunch.py ├── _cython_blas.pxd ├── _cython_blas.pyx ├── _encode.py ├── _estimator_html_repr.py ├── _fast_dict.pxd ├── _fast_dict.pyx ├── _heap.pxd ├── _heap.pyx ├── _joblib.py ├── _logistic_sigmoid.pyx ├── _mask.py ├── _mocking.py ├── _openmp_helpers.pxd ├── _openmp_helpers.pyx ├── _pprint.py ├── _random.pxd ├── _random.pyx ├── _readonly_array_wrapper.pyx ├── _seq_dataset.pxd.tp ├── _seq_dataset.pyx.tp ├── _show_versions.py ├── _tags.py ├── _testing.py ├── _typedefs.pxd ├── _typedefs.pyx ├── _weight_vector.pxd.tp ├── 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