[ol10_u0_developer_EPEL] python3-scikit-learn-1.6.1-3.el10_0.x86_64

Name:	python3-scikit-learn
Version:	1.6.1
Release:	3.el10_0
Architecture:	x86_64
Group:	Unspecified
Size:	59231355
License:	BSD-3-Clause AND CC-BY-2.0 AND MIT AND BSD-2-Clause AND PSF-2.0
RPM:	python3-scikit-learn-1.6.1-3.el10_0.x86_64.rpm
Source RPM:	python-scikit-learn-1.6.1-3.el10_0.src.rpm
Build Date:	Mon Mar 31 2025
Build Host:	build-ol10-x86_64.oracle.com
Vendor:	Oracle America
URL:	http://scikit-learn.org/
Summary:	Machine learning in Python
Description:	Scikit-learn integrates machine learning algorithms in the tightly-knit scientific Python world, building upon numpy, scipy, and matplotlib. As a machine-learning module, it provides versatile tools for data mining and analysis in any field of science and engineering. It strives to be simple and efficient, accessible to everybody, and reusable in various contexts.

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    python3.12
    
    site-packages
    
    scikit_learn-1.6.1.dist-info
    
    COPYING
    
    INSTALLER
    
    METADATA
    
    WHEEL
    
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    test_target.py
    
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    __init__.py
    
    __pycache__
    
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    _elliptic_envelope.cpython-312.opt-1.pyc
    
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    _empirical_covariance.cpython-312.opt-1.pyc
    
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    _elliptic_envelope.py
    
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    diabetes_data_raw.csv.gz
    
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    digits.csv.gz
    
    iris.csv
    
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    _joblib.cpython-312.opt-1.pyc
    
    _joblib.cpython-312.pyc
    
    _mask.cpython-312.opt-1.pyc
    
    _mask.cpython-312.pyc
    
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    _mocking.cpython-312.opt-1.pyc
    
    _mocking.cpython-312.pyc
    
    _optional_dependencies.cpython-312.opt-1.pyc
    
    _optional_dependencies.cpython-312.pyc
    
    _param_validation.cpython-312.opt-1.pyc
    
    _param_validation.cpython-312.pyc
    
    _plotting.cpython-312.opt-1.pyc
    
    _plotting.cpython-312.pyc
    
    _pprint.cpython-312.opt-1.pyc
    
    _pprint.cpython-312.pyc
    
    _response.cpython-312.opt-1.pyc
    
    _response.cpython-312.pyc
    
    _set_output.cpython-312.opt-1.pyc
    
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    _show_versions.cpython-312.pyc
    
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    _user_interface.cpython-312.pyc
    
    class_weight.cpython-312.opt-1.pyc
    
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    discovery.cpython-312.pyc
    
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    estimator_checks.cpython-312.pyc
    
    extmath.cpython-312.opt-1.pyc
    
    extmath.cpython-312.pyc
    
    fixes.cpython-312.opt-1.pyc
    
    fixes.cpython-312.pyc
    
    graph.cpython-312.opt-1.pyc
    
    graph.cpython-312.pyc
    
    metadata_routing.cpython-312.opt-1.pyc
    
    metadata_routing.cpython-312.pyc
    
    metaestimators.cpython-312.opt-1.pyc
    
    metaestimators.cpython-312.pyc
    
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    sparsefuncs.cpython-312.opt-1.pyc
    
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    stats.cpython-312.opt-1.pyc
    
    stats.cpython-312.pyc
    
    validation.cpython-312.opt-1.pyc
    
    validation.cpython-312.pyc
    
    _arpack.py
    
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    _available_if.py
    
    _bunch.py
    
    _chunking.py
    
    _cython_blas.cpython-312-x86_64-linux-gnu.so
    
    _cython_blas.pxd
    
    _cython_blas.pyx
    
    _encode.py
    
    _estimator_html_repr.css
    
    _estimator_html_repr.py
    
    _fast_dict.cpython-312-x86_64-linux-gnu.so
    
    _fast_dict.pxd
    
    _fast_dict.pyx
    
    _heap.cpython-312-x86_64-linux-gnu.so
    
    _heap.pxd
    
    _heap.pyx
    
    _indexing.py
    
    _isfinite.cpython-312-x86_64-linux-gnu.so
    
    _isfinite.pyx
    
    _joblib.py
    
    _mask.py
    
    _metadata_requests.py
    
    _missing.py
    
    _mocking.py
    
    _openmp_helpers.cpython-312-x86_64-linux-gnu.so
    
    _openmp_helpers.pxd
    
    _openmp_helpers.pyx
    
    _optional_dependencies.py
    
    _param_validation.py
    
    _plotting.py
    
    _pprint.py
    
    _random.cpython-312-x86_64-linux-gnu.so
    
    _random.pxd
    
    _random.pyx
    
    _response.py
    
    _seq_dataset.cpython-312-x86_64-linux-gnu.so
    
    _seq_dataset.pxd.tp
    
    _seq_dataset.pyx.tp
    
    _set_output.py
    
    _show_versions.py
    
    _sorting.cpython-312-x86_64-linux-gnu.so
    
    _sorting.pxd
    
    _sorting.pyx
    
    _tags.py
    
    _test_common
    
    __init__.py
    
    __pycache__
    
    __init__.cpython-312.opt-1.pyc
    
    __init__.cpython-312.pyc
    
    instance_generator.cpython-312.opt-1.pyc
    
    instance_generator.cpython-312.pyc
    
    instance_generator.py
    
    _testing.py
    
    _typedefs.cpython-312-x86_64-linux-gnu.so
    
    _typedefs.pxd
    
    _typedefs.pyx
    
    _unique.py
    
    _user_interface.py
    
    _vector_sentinel.cpython-312-x86_64-linux-gnu.so
    
    _vector_sentinel.pxd
    
    _vector_sentinel.pyx
    
    _weight_vector.cpython-312-x86_64-linux-gnu.so
    
    _weight_vector.pxd.tp
    
    _weight_vector.pyx.tp
    
    arrayfuncs.cpython-312-x86_64-linux-gnu.so
    
    arrayfuncs.pyx
    
    class_weight.py
    
    deprecation.py
    
    discovery.py
    
    estimator_checks.py
    
    extmath.py
    
    fixes.py
    
    graph.py
    
    meson.build
    
    metadata_routing.py
    
    metaestimators.py
    
    multiclass.py
    
    murmurhash.cpython-312-x86_64-linux-gnu.so
    
    murmurhash.pxd
    
    murmurhash.pyx
    
    optimize.py
    
    parallel.py
    
    random.py
    
    sparsefuncs.py
    
    sparsefuncs_fast.cpython-312-x86_64-linux-gnu.so
    
    sparsefuncs_fast.pyx
    
    src
    
    MurmurHash3.cpp
    
    MurmurHash3.h
    
    stats.py
    
    tests
    
    __init__.py
    
    __pycache__
    
    __init__.cpython-312.opt-1.pyc
    
    __init__.cpython-312.pyc
    
    test_arpack.cpython-312.opt-1.pyc
    
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    test_array_api.cpython-312.opt-1.pyc
    
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    test_deprecation.cpython-312.pyc
    
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    test_estimator_checks.cpython-312.pyc
    
    test_estimator_html_repr.cpython-312.opt-1.pyc
    
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    test_extmath.cpython-312.opt-1.pyc
    
    test_extmath.cpython-312.pyc
    
    test_fast_dict.cpython-312.opt-1.pyc
    
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    test_graph.cpython-312.opt-1.pyc
    
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    test_mocking.cpython-312.pyc
    
    test_multiclass.cpython-312.opt-1.pyc
    
    test_multiclass.cpython-312.pyc
    
    test_murmurhash.cpython-312.opt-1.pyc
    
    test_murmurhash.cpython-312.pyc
    
    test_optimize.cpython-312.opt-1.pyc
    
    test_optimize.cpython-312.pyc
    
    test_parallel.cpython-312.opt-1.pyc
    
    test_parallel.cpython-312.pyc
    
    test_param_validation.cpython-312.opt-1.pyc
    
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    test_pprint.cpython-312.pyc
    
    test_random.cpython-312.opt-1.pyc
    
    test_random.cpython-312.pyc
    
    test_response.cpython-312.opt-1.pyc
    
    test_response.cpython-312.pyc
    
    test_seq_dataset.cpython-312.opt-1.pyc
    
    test_seq_dataset.cpython-312.pyc
    
    test_set_output.cpython-312.opt-1.pyc
    
    test_set_output.cpython-312.pyc
    
    test_shortest_path.cpython-312.opt-1.pyc
    
    test_shortest_path.cpython-312.pyc
    
    test_show_versions.cpython-312.opt-1.pyc
    
    test_show_versions.cpython-312.pyc
    
    test_sparsefuncs.cpython-312.opt-1.pyc
    
    test_sparsefuncs.cpython-312.pyc
    
    test_stats.cpython-312.opt-1.pyc
    
    test_stats.cpython-312.pyc
    
    test_tags.cpython-312.opt-1.pyc
    
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    test_validation.cpython-312.pyc
    
    test_weight_vector.cpython-312.opt-1.pyc
    
    test_weight_vector.cpython-312.pyc
    
    test_arpack.py
    
    test_array_api.py
    
    test_arrayfuncs.py
    
    test_bunch.py
    
    test_chunking.py
    
    test_class_weight.py
    
    test_cython_blas.py
    
    test_deprecation.py
    
    test_encode.py
    
    test_estimator_checks.py
    
    test_estimator_html_repr.py
    
    test_extmath.py
    
    test_fast_dict.py
    
    test_fixes.py
    
    test_graph.py
    
    test_indexing.py
    
    test_mask.py
    
    test_metaestimators.py
    
    test_missing.py
    
    test_mocking.py
    
    test_multiclass.py
    
    test_murmurhash.py
    
    test_optimize.py
    
    test_parallel.py
    
    test_param_validation.py
    
    test_plotting.py
    
    test_pprint.py
    
    test_random.py
    
    test_response.py
    
    test_seq_dataset.py
    
    test_set_output.py
    
    test_shortest_path.py
    
    test_show_versions.py
    
    test_sparsefuncs.py
    
    test_stats.py
    
    test_tags.py
    
    test_testing.py
    
    test_typedefs.py
    
    test_unique.py
    
    test_user_interface.py
    
    test_utils.py
    
    test_validation.py
    
    test_weight_vector.py
    
    validation.py
  - share
    
    doc
    
    python3-scikit-learn
    
    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_time_series_lagged_features.py
    
    plot_tomography_l1_reconstruction.py
    
    plot_topics_extraction_with_nmf_lda.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_bisect_kmeans.py
    
    plot_cluster_comparison.py
    
    plot_coin_segmentation.py
    
    plot_coin_ward_segmentation.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_hdbscan.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_random_multilabel_dataset.py
    
    decomposition
    
    README.txt
    
    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_iris.py
    
    plot_pca_vs_fa_model_selection.py
    
    plot_pca_vs_lda.py
    
    plot_sparse_coding.py
    
    plot_varimax_fa.py
    
    developing_estimators
    
    README.txt
    
    sklearn_is_fitted.py
    
    ensemble
    
    README.txt
    
    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_hist_grad_boosting_comparison.py
    
    plot_forest_importances.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_hgbt_regression.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
    
    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
    
    frozen
    
    README.txt
    
    plot_frozen_examples.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_causal_interpretation.py
    
    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_curvefit.py
    
    plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py
    
    plot_huber_vs_ridge.py
    
    plot_lasso_and_elasticnet.py
    
    plot_lasso_dense_vs_sparse_data.py
    
    plot_lasso_lars_ic.py
    
    plot_lasso_lasso_lars_elasticnet_path.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_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_display_object_visualization.py
    
    plot_estimator_representation.py
    
    plot_isotonic_regression.py
    
    plot_johnson_lindenstrauss_bound.py
    
    plot_kernel_approximation.py
    
    plot_kernel_ridge_regression.py
    
    plot_metadata_routing.py
    
    plot_multilabel.py
    
    plot_multioutput_face_completion.py
    
    plot_outlier_detection_bench.py
    
    plot_partial_dependence_visualization_api.py
    
    plot_pipeline_display.py
    
    plot_roc_curve_visualization_api.py
    
    plot_set_output.py
    
    mixture
    
    README.txt
    
    plot_concentration_prior.py
    
    plot_gmm.py
    
    plot_gmm_covariances.py
    
    plot_gmm_init.py
    
    plot_gmm_pdf.py
    
    plot_gmm_selection.py
    
    plot_gmm_sin.py
    
    model_selection
    
    README.txt
    
    plot_confusion_matrix.py
    
    plot_cost_sensitive_learning.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_grid_search_text_feature_extraction.py
    
    plot_learning_curve.py
    
    plot_likelihood_ratios.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_tuned_decision_threshold.py
    
    plot_underfitting_overfitting.py
    
    multiclass
    
    README.txt
    
    plot_multiclass_overview.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
    
    plot_target_encoder.py
    
    plot_target_encoder_cross_val.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
    
    plot_release_highlights_1_1_0.py
    
    plot_release_highlights_1_2_0.py
    
    plot_release_highlights_1_3_0.py
    
    plot_release_highlights_1_4_0.py
    
    plot_release_highlights_1_5_0.py
    
    plot_release_highlights_1_6_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_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_unveil_tree_structure.py
    
    licenses
    
    python3-scikit-learn
    
    COPYING
    
    COPYRIGHT