# These methods don't actually exist at runtime. See in-code comment sklearn\.utils\.(_metadata_requests|metadata_routing)\._MetadataRequester\.set_.+?_request # TODO: Missing in this non-partial stub sklearn.__all__ sklearn.__check_build.INPLACE_MSG sklearn.__check_build.STANDARD_MSG sklearn.__check_build._check_build.__test__ sklearn.__check_build.raise_build_error sklearn._build_utils.tempita sklearn._build_utils.version sklearn._loss.HuberLoss sklearn._loss.__all__ sklearn._loss._loss.CyAbsoluteError.gradient sklearn._loss._loss.CyAbsoluteError.gradient_hessian sklearn._loss._loss.CyAbsoluteError.loss sklearn._loss._loss.CyHalfBinomialLoss.gradient sklearn._loss._loss.CyHalfBinomialLoss.gradient_hessian sklearn._loss._loss.CyHalfBinomialLoss.loss sklearn._loss._loss.CyHalfBinomialLoss.loss_gradient sklearn._loss._loss.CyHalfGammaLoss.gradient sklearn._loss._loss.CyHalfGammaLoss.gradient_hessian sklearn._loss._loss.CyHalfGammaLoss.loss sklearn._loss._loss.CyHalfGammaLoss.loss_gradient sklearn._loss._loss.CyHalfMultinomialLoss.__reduce_cython__ sklearn._loss._loss.CyHalfMultinomialLoss.__setstate_cython__ sklearn._loss._loss.CyHalfMultinomialLoss.gradient sklearn._loss._loss.CyHalfMultinomialLoss.gradient_hessian sklearn._loss._loss.CyHalfMultinomialLoss.gradient_proba sklearn._loss._loss.CyHalfMultinomialLoss.loss sklearn._loss._loss.CyHalfMultinomialLoss.loss_gradient sklearn._loss._loss.CyHalfPoissonLoss.gradient sklearn._loss._loss.CyHalfPoissonLoss.gradient_hessian sklearn._loss._loss.CyHalfPoissonLoss.loss sklearn._loss._loss.CyHalfPoissonLoss.loss_gradient sklearn._loss._loss.CyHalfSquaredError.gradient sklearn._loss._loss.CyHalfSquaredError.gradient_hessian sklearn._loss._loss.CyHalfSquaredError.loss sklearn._loss._loss.CyHalfTweedieLoss.gradient sklearn._loss._loss.CyHalfTweedieLoss.gradient_hessian sklearn._loss._loss.CyHalfTweedieLoss.loss sklearn._loss._loss.CyHalfTweedieLoss.loss_gradient sklearn._loss._loss.CyHalfTweedieLossIdentity.gradient sklearn._loss._loss.CyHalfTweedieLossIdentity.gradient_hessian sklearn._loss._loss.CyHalfTweedieLossIdentity.loss sklearn._loss._loss.CyHalfTweedieLossIdentity.loss_gradient sklearn._loss._loss.CyLossFunction.gradient sklearn._loss._loss.CyLossFunction.gradient_hessian sklearn._loss._loss.CyLossFunction.loss sklearn._loss._loss.CyLossFunction.loss_gradient sklearn._loss._loss.CyPinballLoss.gradient sklearn._loss._loss.CyPinballLoss.gradient_hessian sklearn._loss._loss.CyPinballLoss.loss sklearn._loss._loss.__test__ sklearn._loss.link.HalfLogitLink sklearn._loss.link.Interval.__match_args__ sklearn._loss.link.LogitLink.interval_y_pred sklearn._loss.loss.ExponentialLoss sklearn._loss.loss.HuberLoss sklearn._loss.tests sklearn._loss.tests.test_link sklearn._loss.tests.test_loss sklearn._min_dependencies.NUMPY_MIN_VERSION sklearn._min_dependencies.extra sklearn._min_dependencies.extras sklearn._min_dependencies.min_version sklearn._min_dependencies.package sklearn.base.BaseEstimator.__sklearn_clone__ sklearn.base.BaseEstimator.__sklearn_tags__ sklearn.base.ClassifierMixin.__sklearn_tags__ sklearn.base.ClusterMixin.__sklearn_tags__ sklearn.base.DensityMixin.__sklearn_tags__ sklearn.base.MultiOutputMixin.__sklearn_tags__ sklearn.base.OutlierMixin.__sklearn_tags__ sklearn.base.RegressorMixin.__sklearn_tags__ sklearn.base.TransformerMixin.__sklearn_tags__ sklearn.base._UnstableArchMixin.__sklearn_tags__ sklearn.base.is_clusterer sklearn.calibration sklearn.calibration.CalibratedClassifierCV.__sklearn_tags__ sklearn.calibration.CalibratedClassifierCV.set_fit_request sklearn.calibration.CalibratedClassifierCV.set_score_request sklearn.calibration.LabelEncoder.__sklearn_tags__ sklearn.calibration.LinearSVC.__sklearn_tags__ sklearn.calibration.LinearSVC.set_fit_request sklearn.calibration.LinearSVC.set_score_request sklearn.calibration._SigmoidCalibration.set_fit_request sklearn.calibration._SigmoidCalibration.set_predict_request sklearn.calibration._SigmoidCalibration.set_score_request sklearn.cluster sklearn.cluster.AffinityPropagation.__sklearn_tags__ sklearn.cluster.Birch.__sklearn_tags__ sklearn.cluster.BisectingKMeans.__sklearn_tags__ sklearn.cluster.BisectingKMeans.set_fit_request sklearn.cluster.BisectingKMeans.set_score_request sklearn.cluster.DBSCAN.__sklearn_tags__ sklearn.cluster.DBSCAN.set_fit_request sklearn.cluster.HDBSCAN sklearn.cluster.KMeans.set_fit_request sklearn.cluster.KMeans.set_score_request sklearn.cluster.MiniBatchKMeans.set_fit_request sklearn.cluster.MiniBatchKMeans.set_partial_fit_request sklearn.cluster.MiniBatchKMeans.set_score_request sklearn.cluster.SpectralClustering.__sklearn_tags__ sklearn.cluster.__all__ sklearn.cluster._affinity_propagation.AffinityPropagation.__sklearn_tags__ sklearn.cluster._bicluster.BaseSpectral.__sklearn_tags__ sklearn.cluster._birch.Birch.__sklearn_tags__ sklearn.cluster._bisect_k_means.BisectingKMeans.__sklearn_tags__ sklearn.cluster._bisect_k_means.BisectingKMeans.set_fit_request sklearn.cluster._bisect_k_means.BisectingKMeans.set_score_request sklearn.cluster._dbscan.DBSCAN.__sklearn_tags__ sklearn.cluster._dbscan.DBSCAN.set_fit_request sklearn.cluster._dbscan_inner.__test__ sklearn.cluster._hdbscan.hdbscan sklearn.cluster._hdbscan.tests sklearn.cluster._hdbscan.tests.test_reachibility sklearn.cluster._k_means_common.__pyx_capi__ sklearn.cluster._k_means_common.__test__ sklearn.cluster._k_means_elkan.CHUNK_SIZE sklearn.cluster._k_means_elkan.__test__ sklearn.cluster._k_means_lloyd.CHUNK_SIZE sklearn.cluster._k_means_lloyd.__test__ sklearn.cluster._kmeans.KMeans.set_fit_request sklearn.cluster._kmeans.KMeans.set_score_request sklearn.cluster._kmeans.MiniBatchKMeans.set_fit_request sklearn.cluster._kmeans.MiniBatchKMeans.set_partial_fit_request sklearn.cluster._kmeans.MiniBatchKMeans.set_score_request sklearn.cluster._kmeans._BaseKMeans.__sklearn_tags__ sklearn.cluster._kmeans._BaseKMeans.set_score_request sklearn.cluster._spectral.SpectralClustering.__sklearn_tags__ sklearn.cluster.tests sklearn.cluster.tests.common sklearn.cluster.tests.test_affinity_propagation sklearn.cluster.tests.test_bicluster sklearn.cluster.tests.test_birch sklearn.cluster.tests.test_bisect_k_means sklearn.cluster.tests.test_dbscan sklearn.cluster.tests.test_feature_agglomeration sklearn.cluster.tests.test_hdbscan sklearn.cluster.tests.test_hierarchical sklearn.cluster.tests.test_k_means sklearn.cluster.tests.test_mean_shift sklearn.cluster.tests.test_optics sklearn.cluster.tests.test_spectral sklearn.compose sklearn.compose.ColumnTransformer.__getitem__ sklearn.compose.ColumnTransformer.__sklearn_tags__ sklearn.compose.TransformedTargetRegressor.__sklearn_tags__ sklearn.compose.TransformedTargetRegressor.set_score_request sklearn.compose._column_transformer.ColumnTransformer.__getitem__ sklearn.compose._column_transformer.ColumnTransformer.__sklearn_tags__ sklearn.compose._target.TransformedTargetRegressor.__sklearn_tags__ sklearn.compose._target.TransformedTargetRegressor.set_score_request sklearn.compose.tests sklearn.compose.tests.test_column_transformer sklearn.compose.tests.test_target sklearn.conftest.fetch_lfw_pairs_fxt sklearn.conftest.fetch_lfw_people_fxt sklearn.conftest.fetch_species_distributions_fxt sklearn.conftest.hide_available_pandas sklearn.conftest.print_changed_only_false sklearn.conftest.pytest_generate_tests sklearn.conftest.raccoon_face_fxt sklearn.conftest.raccoon_face_or_skip sklearn.conftest.scipy_datasets_require_network sklearn.covariance sklearn.covariance.tests sklearn.covariance.tests.test_covariance sklearn.covariance.tests.test_elliptic_envelope sklearn.covariance.tests.test_graphical_lasso sklearn.covariance.tests.test_robust_covariance sklearn.cross_decomposition sklearn.cross_decomposition.CCA.param sklearn.cross_decomposition.CCA.set_predict_request sklearn.cross_decomposition.CCA.set_score_request sklearn.cross_decomposition.CCA.set_transform_request sklearn.cross_decomposition.PLSCanonical.param sklearn.cross_decomposition.PLSCanonical.set_predict_request sklearn.cross_decomposition.PLSCanonical.set_score_request sklearn.cross_decomposition.PLSCanonical.set_transform_request sklearn.cross_decomposition.PLSRegression.param sklearn.cross_decomposition.PLSRegression.set_predict_request sklearn.cross_decomposition.PLSRegression.set_score_request sklearn.cross_decomposition.PLSRegression.set_transform_request sklearn.cross_decomposition._pls.CCA.param sklearn.cross_decomposition._pls.CCA.set_predict_request sklearn.cross_decomposition._pls.CCA.set_score_request sklearn.cross_decomposition._pls.CCA.set_transform_request sklearn.cross_decomposition._pls.PLSCanonical.param sklearn.cross_decomposition._pls.PLSCanonical.set_predict_request sklearn.cross_decomposition._pls.PLSCanonical.set_score_request sklearn.cross_decomposition._pls.PLSCanonical.set_transform_request sklearn.cross_decomposition._pls.PLSRegression.param sklearn.cross_decomposition._pls.PLSRegression.set_predict_request sklearn.cross_decomposition._pls.PLSRegression.set_score_request sklearn.cross_decomposition._pls.PLSRegression.set_transform_request sklearn.cross_decomposition._pls._PLS.__sklearn_tags__ sklearn.cross_decomposition._pls._PLS.set_predict_request sklearn.cross_decomposition._pls._PLS.set_score_request sklearn.cross_decomposition._pls._PLS.set_transform_request sklearn.cross_decomposition.tests sklearn.cross_decomposition.tests.test_pls sklearn.datasets sklearn.datasets.__all__ sklearn.datasets._base.fetch_file sklearn.datasets.fetch_file sklearn.datasets.tests sklearn.datasets.tests.data sklearn.datasets.tests.data.openml sklearn.datasets.tests.data.openml.id_1 sklearn.datasets.tests.data.openml.id_1119 sklearn.datasets.tests.data.openml.id_1590 sklearn.datasets.tests.data.openml.id_2 sklearn.datasets.tests.data.openml.id_292 sklearn.datasets.tests.data.openml.id_3 sklearn.datasets.tests.data.openml.id_40589 sklearn.datasets.tests.data.openml.id_40675 sklearn.datasets.tests.data.openml.id_40945 sklearn.datasets.tests.data.openml.id_40966 sklearn.datasets.tests.data.openml.id_42074 sklearn.datasets.tests.data.openml.id_42585 sklearn.datasets.tests.data.openml.id_561 sklearn.datasets.tests.data.openml.id_61 sklearn.datasets.tests.data.openml.id_62 sklearn.datasets.tests.test_20news sklearn.datasets.tests.test_arff_parser sklearn.datasets.tests.test_base sklearn.datasets.tests.test_california_housing sklearn.datasets.tests.test_common sklearn.datasets.tests.test_covtype sklearn.datasets.tests.test_kddcup99 sklearn.datasets.tests.test_lfw sklearn.datasets.tests.test_olivetti_faces sklearn.datasets.tests.test_openml sklearn.datasets.tests.test_rcv1 sklearn.datasets.tests.test_samples_generator sklearn.datasets.tests.test_svmlight_format sklearn.decomposition sklearn.decomposition.DictionaryLearning.__sklearn_tags__ sklearn.decomposition.FastICA.__sklearn_tags__ sklearn.decomposition.FastICA.set_inverse_transform_request sklearn.decomposition.FastICA.set_transform_request sklearn.decomposition.IncrementalPCA.__sklearn_tags__ sklearn.decomposition.KernelPCA.__sklearn_tags__ sklearn.decomposition.LatentDirichletAllocation.__sklearn_tags__ sklearn.decomposition.LatentDirichletAllocation.set_transform_request sklearn.decomposition.MiniBatchDictionaryLearning.__sklearn_tags__ sklearn.decomposition.PCA.__sklearn_tags__ sklearn.decomposition.SparseCoder.__sklearn_tags__ sklearn.decomposition.TruncatedSVD.__sklearn_tags__ sklearn.decomposition._dict_learning.DictionaryLearning.__sklearn_tags__ sklearn.decomposition._dict_learning.MiniBatchDictionaryLearning.__sklearn_tags__ sklearn.decomposition._dict_learning.SparseCoder.__sklearn_tags__ sklearn.decomposition._fastica.FastICA.__sklearn_tags__ sklearn.decomposition._fastica.FastICA.set_inverse_transform_request sklearn.decomposition._fastica.FastICA.set_transform_request sklearn.decomposition._incremental_pca.IncrementalPCA.__sklearn_tags__ sklearn.decomposition._kernel_pca.KernelPCA.__sklearn_tags__ sklearn.decomposition._lda.LatentDirichletAllocation.__sklearn_tags__ sklearn.decomposition._lda.LatentDirichletAllocation.set_transform_request sklearn.decomposition._nmf._BaseNMF.__sklearn_tags__ sklearn.decomposition._online_lda_fast.__test__ sklearn.decomposition._pca.PCA.__sklearn_tags__ sklearn.decomposition._sparse_pca._BaseSparsePCA.__sklearn_tags__ sklearn.decomposition._truncated_svd.TruncatedSVD.__sklearn_tags__ sklearn.decomposition.tests sklearn.decomposition.tests.test_dict_learning sklearn.decomposition.tests.test_factor_analysis sklearn.decomposition.tests.test_fastica sklearn.decomposition.tests.test_incremental_pca sklearn.decomposition.tests.test_kernel_pca sklearn.decomposition.tests.test_nmf sklearn.decomposition.tests.test_online_lda sklearn.decomposition.tests.test_pca sklearn.decomposition.tests.test_sparse_pca sklearn.decomposition.tests.test_truncated_svd sklearn.discriminant_analysis sklearn.discriminant_analysis.LinearDiscriminantAnalysis.__sklearn_tags__ sklearn.discriminant_analysis.LinearDiscriminantAnalysis.set_score_request sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.set_score_request sklearn.discriminant_analysis.StandardScaler.__sklearn_tags__ sklearn.discriminant_analysis.StandardScaler.set_fit_request sklearn.discriminant_analysis.StandardScaler.set_inverse_transform_request sklearn.discriminant_analysis.StandardScaler.set_partial_fit_request sklearn.discriminant_analysis.StandardScaler.set_transform_request sklearn.dummy sklearn.dummy.DummyClassifier.__sklearn_tags__ sklearn.dummy.DummyClassifier.set_fit_request sklearn.dummy.DummyClassifier.set_score_request sklearn.dummy.DummyRegressor.__sklearn_tags__ sklearn.dummy.DummyRegressor.set_fit_request sklearn.dummy.DummyRegressor.set_predict_request sklearn.dummy.DummyRegressor.set_score_request sklearn.ensemble sklearn.ensemble.AdaBoostClassifier.set_fit_request sklearn.ensemble.AdaBoostClassifier.set_score_request sklearn.ensemble.AdaBoostRegressor.set_fit_request sklearn.ensemble.AdaBoostRegressor.set_score_request sklearn.ensemble.BaggingClassifier.set_fit_request sklearn.ensemble.BaggingClassifier.set_score_request sklearn.ensemble.BaggingRegressor.set_fit_request sklearn.ensemble.BaggingRegressor.set_score_request sklearn.ensemble.ExtraTreesClassifier.set_fit_request sklearn.ensemble.ExtraTreesClassifier.set_score_request sklearn.ensemble.ExtraTreesRegressor.set_fit_request sklearn.ensemble.ExtraTreesRegressor.set_score_request sklearn.ensemble.GradientBoostingClassifier.set_fit_request sklearn.ensemble.GradientBoostingClassifier.set_score_request sklearn.ensemble.GradientBoostingRegressor.set_fit_request sklearn.ensemble.GradientBoostingRegressor.set_score_request sklearn.ensemble.HistGradientBoostingClassifier.set_fit_request sklearn.ensemble.HistGradientBoostingClassifier.set_score_request sklearn.ensemble.HistGradientBoostingRegressor.set_fit_request sklearn.ensemble.HistGradientBoostingRegressor.set_score_request sklearn.ensemble.IsolationForest.__sklearn_tags__ sklearn.ensemble.IsolationForest.set_fit_request sklearn.ensemble.RandomForestClassifier.set_fit_request sklearn.ensemble.RandomForestClassifier.set_score_request sklearn.ensemble.RandomForestRegressor.set_fit_request sklearn.ensemble.RandomForestRegressor.set_score_request sklearn.ensemble.RandomTreesEmbedding.__sklearn_tags__ sklearn.ensemble.RandomTreesEmbedding.param sklearn.ensemble.RandomTreesEmbedding.set_fit_request sklearn.ensemble.StackingClassifier.set_fit_request sklearn.ensemble.StackingClassifier.set_score_request sklearn.ensemble.StackingRegressor.set_fit_request sklearn.ensemble.StackingRegressor.set_score_request sklearn.ensemble.VotingClassifier.__sklearn_tags__ sklearn.ensemble.VotingClassifier.set_fit_request sklearn.ensemble.VotingClassifier.set_score_request sklearn.ensemble.VotingRegressor.set_fit_request sklearn.ensemble.VotingRegressor.set_score_request sklearn.ensemble._bagging.BaggingClassifier.set_fit_request sklearn.ensemble._bagging.BaggingClassifier.set_score_request sklearn.ensemble._bagging.BaggingRegressor.set_fit_request sklearn.ensemble._bagging.BaggingRegressor.set_score_request sklearn.ensemble._bagging.BaseBagging.__sklearn_tags__ sklearn.ensemble._bagging.BaseBagging.set_fit_request sklearn.ensemble._base._BaseHeterogeneousEnsemble.__sklearn_tags__ sklearn.ensemble._forest.BaseForest.__sklearn_tags__ sklearn.ensemble._forest.BaseForest.estimators_samples_ sklearn.ensemble._forest.BaseForest.set_fit_request sklearn.ensemble._forest.ExtraTreesClassifier.set_fit_request sklearn.ensemble._forest.ExtraTreesClassifier.set_score_request sklearn.ensemble._forest.ExtraTreesRegressor.set_fit_request sklearn.ensemble._forest.ExtraTreesRegressor.set_score_request sklearn.ensemble._forest.ForestClassifier.__sklearn_tags__ sklearn.ensemble._forest.ForestClassifier.set_fit_request sklearn.ensemble._forest.ForestClassifier.set_score_request sklearn.ensemble._forest.ForestRegressor.__sklearn_tags__ sklearn.ensemble._forest.ForestRegressor.set_fit_request sklearn.ensemble._forest.ForestRegressor.set_score_request sklearn.ensemble._forest.RandomForestClassifier.set_fit_request sklearn.ensemble._forest.RandomForestClassifier.set_score_request sklearn.ensemble._forest.RandomForestRegressor.set_fit_request sklearn.ensemble._forest.RandomForestRegressor.set_score_request sklearn.ensemble._forest.RandomTreesEmbedding.__sklearn_tags__ sklearn.ensemble._forest.RandomTreesEmbedding.param sklearn.ensemble._forest.RandomTreesEmbedding.set_fit_request sklearn.ensemble._gb.BaseGradientBoosting.__sklearn_tags__ sklearn.ensemble._gb.BaseGradientBoosting.set_fit_request sklearn.ensemble._gb.GradientBoostingClassifier.set_fit_request sklearn.ensemble._gb.GradientBoostingClassifier.set_score_request sklearn.ensemble._gb.GradientBoostingRegressor.set_fit_request sklearn.ensemble._gb.GradientBoostingRegressor.set_score_request sklearn.ensemble._gb.set_huber_delta sklearn.ensemble._gradient_boosting.__test__ sklearn.ensemble._hist_gradient_boosting._bitset.__pyx_capi__ sklearn.ensemble._hist_gradient_boosting._bitset.__test__ sklearn.ensemble._hist_gradient_boosting._bitset.in_bitset_memoryview sklearn.ensemble._hist_gradient_boosting.gradient_boosting.BaseHistGradientBoosting.__sklearn_tags__ sklearn.ensemble._hist_gradient_boosting.gradient_boosting.BaseHistGradientBoosting.set_fit_request sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier.set_fit_request sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier.set_score_request sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor.set_fit_request sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor.set_score_request sklearn.ensemble._hist_gradient_boosting.histogram.HISTOGRAM_DTYPE sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.X_binned sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.__reduce_cython__ sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.__setstate_cython__ sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.gradients sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.hessians sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.hessians_are_constant sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.n_bins sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.n_features sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.n_threads sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.ordered_gradients sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder.ordered_hessians sklearn.ensemble._hist_gradient_boosting.histogram.__test__ sklearn.ensemble._hist_gradient_boosting.splitting.Splitter.__reduce_cython__ sklearn.ensemble._hist_gradient_boosting.splitting.Splitter.__setstate_cython__ sklearn.ensemble._hist_gradient_boosting.splitting.Splitter.feature_fraction_per_split sklearn.ensemble._hist_gradient_boosting.splitting.Splitter.rng sklearn.ensemble._hist_gradient_boosting.splitting.__test__ sklearn.ensemble._hist_gradient_boosting.splitting.compute_node_value sklearn.ensemble._hist_gradient_boosting.tests sklearn.ensemble._hist_gradient_boosting.tests.test_binning sklearn.ensemble._hist_gradient_boosting.tests.test_bitset sklearn.ensemble._hist_gradient_boosting.tests.test_compare_lightgbm sklearn.ensemble._hist_gradient_boosting.tests.test_gradient_boosting sklearn.ensemble._hist_gradient_boosting.tests.test_grower sklearn.ensemble._hist_gradient_boosting.tests.test_histogram sklearn.ensemble._hist_gradient_boosting.tests.test_monotonic_constraints sklearn.ensemble._hist_gradient_boosting.tests.test_predictor sklearn.ensemble._hist_gradient_boosting.tests.test_splitting sklearn.ensemble._hist_gradient_boosting.tests.test_warm_start sklearn.ensemble._hist_gradient_boosting.utils.get_equivalent_estimator sklearn.ensemble._iforest.IsolationForest.__sklearn_tags__ sklearn.ensemble._iforest.IsolationForest.set_fit_request sklearn.ensemble._stacking.StackingClassifier.set_fit_request sklearn.ensemble._stacking.StackingClassifier.set_score_request sklearn.ensemble._stacking.StackingRegressor.set_fit_request sklearn.ensemble._stacking.StackingRegressor.set_score_request sklearn.ensemble._voting.VotingClassifier.__sklearn_tags__ sklearn.ensemble._voting.VotingClassifier.set_fit_request sklearn.ensemble._voting.VotingClassifier.set_score_request sklearn.ensemble._voting.VotingRegressor.set_fit_request sklearn.ensemble._voting.VotingRegressor.set_score_request sklearn.ensemble._weight_boosting.AdaBoostClassifier.set_fit_request sklearn.ensemble._weight_boosting.AdaBoostClassifier.set_score_request sklearn.ensemble._weight_boosting.AdaBoostRegressor.set_fit_request sklearn.ensemble._weight_boosting.AdaBoostRegressor.set_score_request sklearn.ensemble._weight_boosting.BaseWeightBoosting.__sklearn_tags__ sklearn.ensemble._weight_boosting.BaseWeightBoosting.set_fit_request sklearn.ensemble.tests sklearn.ensemble.tests.test_bagging sklearn.ensemble.tests.test_base sklearn.ensemble.tests.test_common sklearn.ensemble.tests.test_forest sklearn.ensemble.tests.test_gradient_boosting sklearn.ensemble.tests.test_iforest sklearn.ensemble.tests.test_stacking sklearn.ensemble.tests.test_voting sklearn.ensemble.tests.test_weight_boosting sklearn.exceptions sklearn.exceptions.EstimatorCheckFailedWarning sklearn.exceptions.UnsetMetadataPassedError sklearn.exceptions.__all__ sklearn.experimental sklearn.experimental.tests sklearn.experimental.tests.test_enable_hist_gradient_boosting sklearn.experimental.tests.test_enable_iterative_imputer sklearn.experimental.tests.test_enable_successive_halving sklearn.externals sklearn.externals._arff.ArffContainerType sklearn.externals._scipy.sparse sklearn.externals._scipy.sparse.csgraph sklearn.feature_extraction sklearn.feature_extraction.DictVectorizer.__sklearn_tags__ sklearn.feature_extraction.FeatureHasher.__sklearn_tags__ sklearn.feature_extraction._dict_vectorizer.DictVectorizer.__sklearn_tags__ sklearn.feature_extraction._hash.FeatureHasher.__sklearn_tags__ sklearn.feature_extraction._hashing_fast.__test__ sklearn.feature_extraction.image.PatchExtractor.__sklearn_tags__ sklearn.feature_extraction.tests sklearn.feature_extraction.tests.test_dict_vectorizer sklearn.feature_extraction.tests.test_feature_hasher sklearn.feature_extraction.tests.test_image sklearn.feature_extraction.tests.test_text sklearn.feature_extraction.text.CountVectorizer.__sklearn_tags__ sklearn.feature_extraction.text.FeatureHasher.__sklearn_tags__ sklearn.feature_extraction.text.HashingVectorizer.__sklearn_tags__ sklearn.feature_extraction.text.TfidfTransformer.__sklearn_tags__ sklearn.feature_extraction.text.TfidfTransformer.set_transform_request sklearn.feature_extraction.text.TfidfVectorizer.__sklearn_tags__ sklearn.feature_selection sklearn.feature_selection.GenericUnivariateSelect.__sklearn_tags__ sklearn.feature_selection.RFE.__sklearn_tags__ sklearn.feature_selection.SelectFromModel.__sklearn_tags__ sklearn.feature_selection.SelectKBest.__sklearn_tags__ sklearn.feature_selection.SelectPercentile.__sklearn_tags__ sklearn.feature_selection.SequentialFeatureSelector.__sklearn_tags__ sklearn.feature_selection.VarianceThreshold.__sklearn_tags__ sklearn.feature_selection._from_model.SelectFromModel.__sklearn_tags__ sklearn.feature_selection._rfe.RFE.__sklearn_tags__ sklearn.feature_selection._sequential.SequentialFeatureSelector.__sklearn_tags__ sklearn.feature_selection._univariate_selection.GenericUnivariateSelect.__sklearn_tags__ sklearn.feature_selection._univariate_selection.SelectKBest.__sklearn_tags__ sklearn.feature_selection._univariate_selection.SelectPercentile.__sklearn_tags__ sklearn.feature_selection._univariate_selection._BaseFilter.__sklearn_tags__ sklearn.feature_selection._variance_threshold.VarianceThreshold.__sklearn_tags__ sklearn.feature_selection.tests sklearn.feature_selection.tests.test_base sklearn.feature_selection.tests.test_chi2 sklearn.feature_selection.tests.test_feature_select sklearn.feature_selection.tests.test_from_model sklearn.feature_selection.tests.test_mutual_info sklearn.feature_selection.tests.test_rfe sklearn.feature_selection.tests.test_sequential sklearn.feature_selection.tests.test_variance_threshold sklearn.frozen sklearn.frozen.tests sklearn.frozen.tests.test_frozen sklearn.gaussian_process sklearn.gaussian_process.GaussianProcessClassifier.set_score_request sklearn.gaussian_process.GaussianProcessRegressor.__sklearn_tags__ sklearn.gaussian_process.GaussianProcessRegressor.set_predict_request sklearn.gaussian_process.GaussianProcessRegressor.set_score_request sklearn.gaussian_process._gpc.GaussianProcessClassifier.set_score_request sklearn.gaussian_process._gpr.GaussianProcessRegressor.__sklearn_tags__ sklearn.gaussian_process._gpr.GaussianProcessRegressor.set_predict_request sklearn.gaussian_process._gpr.GaussianProcessRegressor.set_score_request sklearn.gaussian_process.tests sklearn.gaussian_process.tests.test_gpc sklearn.gaussian_process.tests.test_gpr sklearn.gaussian_process.tests.test_kernels sklearn.impute sklearn.impute.MissingIndicator.__sklearn_tags__ sklearn.impute.SimpleImputer.__sklearn_tags__ sklearn.impute.__all__ sklearn.impute._base.MissingIndicator.__sklearn_tags__ sklearn.impute._base.SimpleImputer.__sklearn_tags__ sklearn.impute._base._BaseImputer.__sklearn_tags__ sklearn.impute.tests sklearn.impute.tests.test_base sklearn.impute.tests.test_common sklearn.impute.tests.test_impute sklearn.impute.tests.test_knn sklearn.inspection sklearn.inspection._plot.tests sklearn.inspection._plot.tests.test_boundary_decision_display sklearn.inspection._plot.tests.test_plot_partial_dependence sklearn.inspection.tests sklearn.inspection.tests.test_partial_dependence sklearn.inspection.tests.test_pd_utils sklearn.inspection.tests.test_permutation_importance sklearn.isotonic sklearn.isotonic.IsotonicRegression.__sklearn_tags__ sklearn.isotonic.IsotonicRegression.set_fit_request sklearn.isotonic.IsotonicRegression.set_score_request sklearn.kernel_approximation sklearn.kernel_approximation.AdditiveChi2Sampler.__sklearn_tags__ sklearn.kernel_approximation.Nystroem.__sklearn_tags__ sklearn.kernel_approximation.PolynomialCountSketch.__sklearn_tags__ sklearn.kernel_approximation.RBFSampler.__sklearn_tags__ sklearn.kernel_approximation.SkewedChi2Sampler.__sklearn_tags__ sklearn.kernel_ridge sklearn.kernel_ridge.KernelRidge.__sklearn_tags__ sklearn.kernel_ridge.KernelRidge.set_fit_request sklearn.kernel_ridge.KernelRidge.set_score_request sklearn.linear_model sklearn.linear_model.ARDRegression.set_predict_request sklearn.linear_model.ARDRegression.set_score_request sklearn.linear_model.BayesianRidge.set_fit_request sklearn.linear_model.BayesianRidge.set_predict_request sklearn.linear_model.BayesianRidge.set_score_request sklearn.linear_model.ElasticNet.__sklearn_tags__ sklearn.linear_model.ElasticNet.set_fit_request sklearn.linear_model.ElasticNet.set_score_request sklearn.linear_model.ElasticNetCV.set_fit_request sklearn.linear_model.ElasticNetCV.set_score_request sklearn.linear_model.GammaRegressor.set_fit_request sklearn.linear_model.GammaRegressor.set_score_request sklearn.linear_model.HuberRegressor.__sklearn_tags__ sklearn.linear_model.HuberRegressor.set_fit_request sklearn.linear_model.HuberRegressor.set_score_request sklearn.linear_model.Lars.set_fit_request sklearn.linear_model.Lars.set_score_request sklearn.linear_model.LarsCV.__sklearn_tags__ sklearn.linear_model.LarsCV.parameter sklearn.linear_model.LarsCV.set_score_request sklearn.linear_model.Lasso.set_fit_request sklearn.linear_model.Lasso.set_score_request sklearn.linear_model.LassoCV.set_fit_request sklearn.linear_model.LassoCV.set_score_request sklearn.linear_model.LassoLars.set_fit_request sklearn.linear_model.LassoLars.set_score_request sklearn.linear_model.LassoLarsCV.set_score_request sklearn.linear_model.LassoLarsIC.__sklearn_tags__ sklearn.linear_model.LassoLarsIC.parameter sklearn.linear_model.LassoLarsIC.set_fit_request sklearn.linear_model.LassoLarsIC.set_score_request sklearn.linear_model.LinearRegression.__sklearn_tags__ sklearn.linear_model.LinearRegression.set_fit_request sklearn.linear_model.LinearRegression.set_score_request sklearn.linear_model.LogisticRegression.__sklearn_tags__ sklearn.linear_model.LogisticRegression.set_fit_request sklearn.linear_model.LogisticRegression.set_score_request sklearn.linear_model.LogisticRegressionCV.__sklearn_tags__ sklearn.linear_model.LogisticRegressionCV.param sklearn.linear_model.LogisticRegressionCV.set_fit_request sklearn.linear_model.LogisticRegressionCV.set_score_request sklearn.linear_model.MultiTaskElasticNet.__sklearn_tags__ sklearn.linear_model.MultiTaskElasticNet.param sklearn.linear_model.MultiTaskElasticNetCV.__sklearn_tags__ sklearn.linear_model.MultiTaskElasticNetCV.set_score_request sklearn.linear_model.MultiTaskLassoCV.__sklearn_tags__ sklearn.linear_model.MultiTaskLassoCV.set_score_request sklearn.linear_model.OrthogonalMatchingPursuit.set_score_request sklearn.linear_model.OrthogonalMatchingPursuitCV.set_score_request sklearn.linear_model.PassiveAggressiveClassifier.set_fit_request sklearn.linear_model.PassiveAggressiveClassifier.set_partial_fit_request sklearn.linear_model.PassiveAggressiveClassifier.set_score_request sklearn.linear_model.PassiveAggressiveRegressor.set_fit_request sklearn.linear_model.PassiveAggressiveRegressor.set_score_request sklearn.linear_model.Perceptron.set_fit_request sklearn.linear_model.Perceptron.set_partial_fit_request sklearn.linear_model.Perceptron.set_score_request sklearn.linear_model.PoissonRegressor.set_fit_request sklearn.linear_model.PoissonRegressor.set_score_request sklearn.linear_model.QuantileRegressor.__sklearn_tags__ sklearn.linear_model.QuantileRegressor.set_fit_request sklearn.linear_model.QuantileRegressor.set_score_request sklearn.linear_model.RANSACRegressor.__sklearn_tags__ sklearn.linear_model.RANSACRegressor.set_fit_request sklearn.linear_model.Ridge.__sklearn_tags__ sklearn.linear_model.Ridge.set_fit_request sklearn.linear_model.Ridge.set_score_request sklearn.linear_model.RidgeCV.set_fit_request sklearn.linear_model.RidgeCV.set_score_request sklearn.linear_model.RidgeClassifier.__sklearn_tags__ sklearn.linear_model.RidgeClassifier.set_fit_request sklearn.linear_model.RidgeClassifier.set_score_request sklearn.linear_model.RidgeClassifierCV.param sklearn.linear_model.RidgeClassifierCV.set_fit_request sklearn.linear_model.RidgeClassifierCV.set_score_request sklearn.linear_model.SGDClassifier.set_fit_request sklearn.linear_model.SGDClassifier.set_partial_fit_request sklearn.linear_model.SGDClassifier.set_score_request sklearn.linear_model.SGDOneClassSVM.__sklearn_tags__ sklearn.linear_model.SGDOneClassSVM.set_fit_request sklearn.linear_model.SGDOneClassSVM.set_partial_fit_request sklearn.linear_model.SGDRegressor.set_fit_request sklearn.linear_model.SGDRegressor.set_partial_fit_request sklearn.linear_model.SGDRegressor.set_score_request sklearn.linear_model.TheilSenRegressor.set_score_request sklearn.linear_model.TweedieRegressor.set_fit_request sklearn.linear_model.TweedieRegressor.set_score_request sklearn.linear_model.__all__ sklearn.linear_model._base.BaseEstimator.__sklearn_clone__ sklearn.linear_model._base.BaseEstimator.__sklearn_tags__ sklearn.linear_model._base.LinearRegression.__sklearn_tags__ sklearn.linear_model._base.LinearRegression.set_fit_request sklearn.linear_model._base.LinearRegression.set_score_request sklearn.linear_model._bayes.ARDRegression.set_predict_request sklearn.linear_model._bayes.ARDRegression.set_score_request sklearn.linear_model._bayes.BayesianRidge.set_fit_request sklearn.linear_model._bayes.BayesianRidge.set_predict_request sklearn.linear_model._bayes.BayesianRidge.set_score_request sklearn.linear_model._coordinate_descent.ElasticNet.__sklearn_tags__ sklearn.linear_model._coordinate_descent.ElasticNet.set_fit_request sklearn.linear_model._coordinate_descent.ElasticNet.set_score_request sklearn.linear_model._coordinate_descent.ElasticNetCV.set_fit_request sklearn.linear_model._coordinate_descent.ElasticNetCV.set_score_request sklearn.linear_model._coordinate_descent.Lasso.set_fit_request sklearn.linear_model._coordinate_descent.Lasso.set_score_request sklearn.linear_model._coordinate_descent.LassoCV.set_fit_request sklearn.linear_model._coordinate_descent.LassoCV.set_score_request sklearn.linear_model._coordinate_descent.LinearModelCV.__sklearn_tags__ sklearn.linear_model._coordinate_descent.LinearModelCV.set_fit_request sklearn.linear_model._coordinate_descent.MultiTaskElasticNet.__sklearn_tags__ sklearn.linear_model._coordinate_descent.MultiTaskElasticNet.param sklearn.linear_model._coordinate_descent.MultiTaskElasticNetCV.__sklearn_tags__ sklearn.linear_model._coordinate_descent.MultiTaskElasticNetCV.set_score_request sklearn.linear_model._coordinate_descent.MultiTaskLassoCV.__sklearn_tags__ sklearn.linear_model._coordinate_descent.MultiTaskLassoCV.set_score_request sklearn.linear_model._glm.GammaRegressor.set_fit_request sklearn.linear_model._glm.GammaRegressor.set_score_request sklearn.linear_model._glm.PoissonRegressor.set_fit_request sklearn.linear_model._glm.PoissonRegressor.set_score_request sklearn.linear_model._glm.TweedieRegressor.set_fit_request sklearn.linear_model._glm.TweedieRegressor.set_score_request sklearn.linear_model._glm._GeneralizedLinearRegressor.__sklearn_tags__ sklearn.linear_model._glm._GeneralizedLinearRegressor.set_fit_request sklearn.linear_model._glm._GeneralizedLinearRegressor.set_score_request sklearn.linear_model._glm.glm.GammaRegressor.set_fit_request sklearn.linear_model._glm.glm.GammaRegressor.set_score_request sklearn.linear_model._glm.glm.PoissonRegressor.set_fit_request sklearn.linear_model._glm.glm.PoissonRegressor.set_score_request sklearn.linear_model._glm.glm.TweedieRegressor.set_fit_request sklearn.linear_model._glm.glm.TweedieRegressor.set_score_request sklearn.linear_model._glm.glm._GeneralizedLinearRegressor.__sklearn_tags__ sklearn.linear_model._glm.glm._GeneralizedLinearRegressor.set_fit_request sklearn.linear_model._glm.glm._GeneralizedLinearRegressor.set_score_request sklearn.linear_model._glm.tests sklearn.linear_model._glm.tests.test_glm sklearn.linear_model._huber.HuberRegressor.__sklearn_tags__ sklearn.linear_model._huber.HuberRegressor.set_fit_request sklearn.linear_model._huber.HuberRegressor.set_score_request sklearn.linear_model._least_angle.Lars.set_fit_request sklearn.linear_model._least_angle.Lars.set_score_request sklearn.linear_model._least_angle.LarsCV.__sklearn_tags__ sklearn.linear_model._least_angle.LarsCV.parameter sklearn.linear_model._least_angle.LarsCV.set_score_request sklearn.linear_model._least_angle.LassoLars.set_fit_request sklearn.linear_model._least_angle.LassoLars.set_score_request sklearn.linear_model._least_angle.LassoLarsCV.set_score_request sklearn.linear_model._least_angle.LassoLarsIC.__sklearn_tags__ sklearn.linear_model._least_angle.LassoLarsIC.parameter sklearn.linear_model._least_angle.LassoLarsIC.set_fit_request sklearn.linear_model._least_angle.LassoLarsIC.set_score_request sklearn.linear_model._linear_loss.sandwich_dot sklearn.linear_model._logistic.LogisticRegression.__sklearn_tags__ sklearn.linear_model._logistic.LogisticRegression.set_fit_request sklearn.linear_model._logistic.LogisticRegression.set_score_request sklearn.linear_model._logistic.LogisticRegressionCV.__sklearn_tags__ sklearn.linear_model._logistic.LogisticRegressionCV.param sklearn.linear_model._logistic.LogisticRegressionCV.set_fit_request sklearn.linear_model._logistic.LogisticRegressionCV.set_score_request sklearn.linear_model._omp.OrthogonalMatchingPursuit.set_score_request sklearn.linear_model._omp.OrthogonalMatchingPursuitCV.set_score_request sklearn.linear_model._passive_aggressive.PassiveAggressiveClassifier.set_fit_request sklearn.linear_model._passive_aggressive.PassiveAggressiveClassifier.set_partial_fit_request sklearn.linear_model._passive_aggressive.PassiveAggressiveClassifier.set_score_request sklearn.linear_model._passive_aggressive.PassiveAggressiveRegressor.set_fit_request sklearn.linear_model._passive_aggressive.PassiveAggressiveRegressor.set_score_request sklearn.linear_model._perceptron.Perceptron.set_fit_request sklearn.linear_model._perceptron.Perceptron.set_partial_fit_request sklearn.linear_model._perceptron.Perceptron.set_score_request sklearn.linear_model._quantile.QuantileRegressor.__sklearn_tags__ sklearn.linear_model._quantile.QuantileRegressor.set_fit_request sklearn.linear_model._quantile.QuantileRegressor.set_score_request sklearn.linear_model._ransac.RANSACRegressor.__sklearn_tags__ sklearn.linear_model._ransac.RANSACRegressor.set_fit_request sklearn.linear_model._ridge.Ridge.__sklearn_tags__ sklearn.linear_model._ridge.Ridge.set_fit_request sklearn.linear_model._ridge.Ridge.set_score_request sklearn.linear_model._ridge.RidgeCV.set_fit_request sklearn.linear_model._ridge.RidgeCV.set_score_request sklearn.linear_model._ridge.RidgeClassifier.__sklearn_tags__ sklearn.linear_model._ridge.RidgeClassifier.set_fit_request sklearn.linear_model._ridge.RidgeClassifier.set_score_request sklearn.linear_model._ridge.RidgeClassifierCV.param sklearn.linear_model._ridge.RidgeClassifierCV.set_fit_request sklearn.linear_model._ridge.RidgeClassifierCV.set_score_request sklearn.linear_model._ridge._BaseRidge.set_fit_request sklearn.linear_model._ridge._BaseRidgeCV.__sklearn_tags__ sklearn.linear_model._ridge._BaseRidgeCV.cv_values_ sklearn.linear_model._ridge._BaseRidgeCV.set_fit_request sklearn.linear_model._ridge._IdentityClassifier.set_decision_function_request sklearn.linear_model._ridge._IdentityClassifier.set_score_request sklearn.linear_model._ridge._IdentityRegressor.set_decision_function_request sklearn.linear_model._ridge._IdentityRegressor.set_predict_request sklearn.linear_model._ridge._IdentityRegressor.set_score_request sklearn.linear_model._ridge._RidgeClassifierMixin.__sklearn_tags__ sklearn.linear_model._ridge._RidgeGCV.__sklearn_tags__ sklearn.linear_model._ridge._RidgeGCV.set_fit_request sklearn.linear_model._ridge.resolve_solver sklearn.linear_model._ridge.resolve_solver_for_numpy sklearn.linear_model._sag_fast.__test__ sklearn.linear_model._sgd_fast.Classification.__reduce_cython__ sklearn.linear_model._sgd_fast.Classification.__setstate_cython__ sklearn.linear_model._sgd_fast.Classification.py_dloss sklearn.linear_model._sgd_fast.Classification.py_loss sklearn.linear_model._sgd_fast.Regression.__reduce_cython__ sklearn.linear_model._sgd_fast.Regression.__setstate_cython__ sklearn.linear_model._sgd_fast.Regression.py_dloss sklearn.linear_model._sgd_fast.Regression.py_loss sklearn.linear_model._sgd_fast.__test__ sklearn.linear_model._stochastic_gradient.BaseSGDClassifier.__sklearn_tags__ sklearn.linear_model._stochastic_gradient.BaseSGDClassifier.set_fit_request sklearn.linear_model._stochastic_gradient.BaseSGDClassifier.set_partial_fit_request sklearn.linear_model._stochastic_gradient.BaseSGDClassifier.set_score_request sklearn.linear_model._stochastic_gradient.BaseSGDRegressor.__sklearn_tags__ sklearn.linear_model._stochastic_gradient.BaseSGDRegressor.set_fit_request sklearn.linear_model._stochastic_gradient.BaseSGDRegressor.set_partial_fit_request sklearn.linear_model._stochastic_gradient.BaseSGDRegressor.set_score_request sklearn.linear_model._stochastic_gradient.SGDClassifier.set_fit_request sklearn.linear_model._stochastic_gradient.SGDClassifier.set_partial_fit_request sklearn.linear_model._stochastic_gradient.SGDClassifier.set_score_request sklearn.linear_model._stochastic_gradient.SGDOneClassSVM.__sklearn_tags__ sklearn.linear_model._stochastic_gradient.SGDOneClassSVM.set_fit_request sklearn.linear_model._stochastic_gradient.SGDOneClassSVM.set_partial_fit_request sklearn.linear_model._stochastic_gradient.SGDRegressor.set_fit_request sklearn.linear_model._stochastic_gradient.SGDRegressor.set_partial_fit_request sklearn.linear_model._stochastic_gradient.SGDRegressor.set_score_request sklearn.linear_model._theil_sen.TheilSenRegressor.set_score_request sklearn.linear_model.tests sklearn.linear_model.tests.test_base sklearn.linear_model.tests.test_bayes sklearn.linear_model.tests.test_common sklearn.linear_model.tests.test_coordinate_descent sklearn.linear_model.tests.test_huber sklearn.linear_model.tests.test_least_angle sklearn.linear_model.tests.test_linear_loss sklearn.linear_model.tests.test_logistic sklearn.linear_model.tests.test_omp sklearn.linear_model.tests.test_passive_aggressive sklearn.linear_model.tests.test_perceptron sklearn.linear_model.tests.test_quantile sklearn.linear_model.tests.test_ransac sklearn.linear_model.tests.test_ridge sklearn.linear_model.tests.test_sag sklearn.linear_model.tests.test_sgd sklearn.linear_model.tests.test_sparse_coordinate_descent sklearn.linear_model.tests.test_theil_sen sklearn.manifold sklearn.manifold.Isomap.__sklearn_tags__ sklearn.manifold.MDS.__sklearn_tags__ sklearn.manifold.MDS.set_fit_request sklearn.manifold.SpectralEmbedding.__sklearn_tags__ sklearn.manifold.TSNE.__sklearn_tags__ sklearn.manifold._isomap.Isomap.__sklearn_tags__ sklearn.manifold._mds.MDS.__sklearn_tags__ sklearn.manifold._mds.MDS.set_fit_request sklearn.manifold._spectral_embedding.SpectralEmbedding.__sklearn_tags__ sklearn.manifold._t_sne.TSNE.__sklearn_tags__ sklearn.manifold.tests sklearn.manifold.tests.test_isomap sklearn.manifold.tests.test_locally_linear sklearn.manifold.tests.test_mds sklearn.manifold.tests.test_spectral_embedding sklearn.manifold.tests.test_t_sne sklearn.metrics sklearn.metrics.DistanceMetric.__reduce_cython__ sklearn.metrics.DistanceMetric.__setstate_cython__ sklearn.metrics.__all__ sklearn.metrics._classification.d2_log_loss_score sklearn.metrics._dist_metrics.BOOL_METRICS sklearn.metrics._dist_metrics.BrayCurtisDistance64 sklearn.metrics._dist_metrics.CanberraDistance64 sklearn.metrics._dist_metrics.ChebyshevDistance64 sklearn.metrics._dist_metrics.DEPRECATED_METRICS sklearn.metrics._dist_metrics.DiceDistance64 sklearn.metrics._dist_metrics.DistanceMetric.__reduce_cython__ sklearn.metrics._dist_metrics.DistanceMetric.__setstate_cython__ sklearn.metrics._dist_metrics.DistanceMetric64 sklearn.metrics._dist_metrics.EuclideanDistance64 sklearn.metrics._dist_metrics.HammingDistance64 sklearn.metrics._dist_metrics.HaversineDistance64 sklearn.metrics._dist_metrics.JaccardDistance64 sklearn.metrics._dist_metrics.KulsinskiDistance64 sklearn.metrics._dist_metrics.METRIC_MAPPING32 sklearn.metrics._dist_metrics.METRIC_MAPPING64 sklearn.metrics._dist_metrics.MahalanobisDistance64 sklearn.metrics._dist_metrics.ManhattanDistance64 sklearn.metrics._dist_metrics.MatchingDistance64 sklearn.metrics._dist_metrics.MinkowskiDistance64 sklearn.metrics._dist_metrics.PyFuncDistance64 sklearn.metrics._dist_metrics.RogersTanimotoDistance64 sklearn.metrics._dist_metrics.RussellRaoDistance64 sklearn.metrics._dist_metrics.SEuclideanDistance64 sklearn.metrics._dist_metrics.SokalMichenerDistance64 sklearn.metrics._dist_metrics.SokalSneathDistance64 sklearn.metrics._dist_metrics.__test__ sklearn.metrics._dist_metrics.newObj sklearn.metrics._pairwise_distances_reduction.ArgKminClassMode sklearn.metrics._pairwise_distances_reduction.RadiusNeighborsClassMode sklearn.metrics._pairwise_distances_reduction.__all__ sklearn.metrics._pairwise_distances_reduction._dispatcher.ArgKminClassMode sklearn.metrics._pairwise_distances_reduction._dispatcher.RadiusNeighborsClassMode sklearn.metrics._plot.tests sklearn.metrics._plot.tests.test_common_curve_display sklearn.metrics._plot.tests.test_confusion_matrix_display sklearn.metrics._plot.tests.test_det_curve_display sklearn.metrics._plot.tests.test_precision_recall_display sklearn.metrics._plot.tests.test_predict_error_display sklearn.metrics._plot.tests.test_roc_curve_display sklearn.metrics._scorer._BaseScorer.set_score_request sklearn.metrics._scorer._MultimetricScorer.get_metadata_routing sklearn.metrics._scorer.average sklearn.metrics._scorer.d2_absolute_error_scorer sklearn.metrics._scorer.deprecation_msg sklearn.metrics._scorer.metric sklearn.metrics._scorer.name sklearn.metrics._scorer.neg_max_error_scorer sklearn.metrics._scorer.qualified_name sklearn.metrics.cluster._expected_mutual_info_fast.__test__ sklearn.metrics.cluster._expected_mutual_info_fast.gammaln sklearn.metrics.cluster.tests sklearn.metrics.cluster.tests.test_bicluster sklearn.metrics.cluster.tests.test_common sklearn.metrics.cluster.tests.test_supervised sklearn.metrics.cluster.tests.test_unsupervised sklearn.metrics.d2_log_loss_score sklearn.metrics.tests sklearn.metrics.tests.test_classification sklearn.metrics.tests.test_common sklearn.metrics.tests.test_dist_metrics sklearn.metrics.tests.test_pairwise sklearn.metrics.tests.test_pairwise_distances_reduction sklearn.metrics.tests.test_ranking sklearn.metrics.tests.test_regression sklearn.metrics.tests.test_score_objects sklearn.mixture sklearn.mixture.tests sklearn.mixture.tests.test_bayesian_mixture sklearn.mixture.tests.test_gaussian_mixture sklearn.mixture.tests.test_mixture sklearn.model_selection sklearn.model_selection.FixedThresholdClassifier.set_score_request sklearn.model_selection.GroupKFold.set_split_request sklearn.model_selection.GroupShuffleSplit.set_split_request sklearn.model_selection.HalvingGridSearchCV sklearn.model_selection.HalvingRandomSearchCV sklearn.model_selection.LearningCurveDisplay.from_estimator sklearn.model_selection.LeaveOneGroupOut.set_split_request sklearn.model_selection.LeavePGroupsOut.set_split_request sklearn.model_selection.StratifiedGroupKFold.set_split_request sklearn.model_selection.TunedThresholdClassifierCV.set_score_request sklearn.model_selection.__all__ sklearn.model_selection._classification_threshold.BaseEstimator.__sklearn_clone__ sklearn.model_selection._classification_threshold.BaseEstimator.__sklearn_tags__ sklearn.model_selection._classification_threshold.BaseThresholdClassifier.set_score_request sklearn.model_selection._classification_threshold.ClassifierMixin.__sklearn_tags__ sklearn.model_selection._classification_threshold.FixedThresholdClassifier.set_score_request sklearn.model_selection._classification_threshold.TunedThresholdClassifierCV.set_score_request sklearn.model_selection._plot.LearningCurveDisplay.from_estimator sklearn.model_selection._search.BaseSearchCV.__sklearn_tags__ sklearn.model_selection._split.GroupKFold.set_split_request sklearn.model_selection._split.GroupShuffleSplit.set_split_request sklearn.model_selection._split.LeaveOneGroupOut.set_split_request sklearn.model_selection._split.LeavePGroupsOut.set_split_request sklearn.model_selection._split.StratifiedGroupKFold.set_split_request sklearn.model_selection._validation.learning_curve sklearn.model_selection.learning_curve sklearn.model_selection.tests sklearn.model_selection.tests.common sklearn.model_selection.tests.test_classification_threshold sklearn.model_selection.tests.test_plot sklearn.model_selection.tests.test_search sklearn.model_selection.tests.test_split sklearn.model_selection.tests.test_successive_halving sklearn.model_selection.tests.test_validation sklearn.multiclass sklearn.multiclass.OneVsOneClassifier.__sklearn_tags__ sklearn.multiclass.OneVsOneClassifier.set_partial_fit_request sklearn.multiclass.OneVsOneClassifier.set_score_request sklearn.multiclass.OneVsRestClassifier.__sklearn_tags__ sklearn.multiclass.OneVsRestClassifier.set_partial_fit_request sklearn.multiclass.OneVsRestClassifier.set_score_request sklearn.multiclass.OutputCodeClassifier.__sklearn_tags__ sklearn.multiclass.OutputCodeClassifier.set_score_request sklearn.multioutput sklearn.multioutput.ClassifierChain.__sklearn_tags__ sklearn.multioutput.ClassifierChain.predict_log_proba sklearn.multioutput.ClassifierChain.set_score_request sklearn.multioutput.MultiOutputClassifier.__sklearn_tags__ sklearn.multioutput.MultiOutputClassifier.set_fit_request sklearn.multioutput.MultiOutputClassifier.set_partial_fit_request sklearn.multioutput.MultiOutputRegressor.set_fit_request sklearn.multioutput.MultiOutputRegressor.set_partial_fit_request sklearn.multioutput.MultiOutputRegressor.set_score_request sklearn.multioutput.RegressorChain.__sklearn_tags__ sklearn.multioutput.RegressorChain.set_score_request sklearn.multioutput._BaseChain.__sklearn_tags__ sklearn.multioutput._MultiOutputEstimator.__sklearn_tags__ sklearn.multioutput._MultiOutputEstimator.set_fit_request sklearn.multioutput._MultiOutputEstimator.set_partial_fit_request sklearn.naive_bayes sklearn.naive_bayes.BernoulliNB.set_fit_request sklearn.naive_bayes.BernoulliNB.set_partial_fit_request sklearn.naive_bayes.BernoulliNB.set_score_request sklearn.naive_bayes.CategoricalNB.__sklearn_tags__ sklearn.naive_bayes.CategoricalNB.set_fit_request sklearn.naive_bayes.CategoricalNB.set_partial_fit_request sklearn.naive_bayes.CategoricalNB.set_score_request sklearn.naive_bayes.ComplementNB.__sklearn_tags__ sklearn.naive_bayes.ComplementNB.set_fit_request sklearn.naive_bayes.ComplementNB.set_partial_fit_request sklearn.naive_bayes.ComplementNB.set_score_request sklearn.naive_bayes.GaussianNB.set_fit_request sklearn.naive_bayes.GaussianNB.set_partial_fit_request sklearn.naive_bayes.GaussianNB.set_score_request sklearn.naive_bayes.LabelBinarizer.__sklearn_tags__ sklearn.naive_bayes.LabelBinarizer.set_inverse_transform_request sklearn.naive_bayes.MultinomialNB.__sklearn_tags__ sklearn.naive_bayes.MultinomialNB.set_fit_request sklearn.naive_bayes.MultinomialNB.set_partial_fit_request sklearn.naive_bayes.MultinomialNB.set_score_request sklearn.naive_bayes._BaseDiscreteNB.__sklearn_tags__ sklearn.naive_bayes._BaseDiscreteNB.set_fit_request sklearn.naive_bayes._BaseDiscreteNB.set_partial_fit_request sklearn.naive_bayes._BaseDiscreteNB.set_score_request sklearn.naive_bayes._BaseNB.set_score_request sklearn.neighbors sklearn.neighbors.KNeighborsClassifier.__sklearn_tags__ sklearn.neighbors.KNeighborsClassifier.set_score_request sklearn.neighbors.KNeighborsRegressor.__sklearn_tags__ sklearn.neighbors.KNeighborsRegressor.set_score_request sklearn.neighbors.KernelDensity.set_fit_request sklearn.neighbors.NearestCentroid.__sklearn_tags__ sklearn.neighbors.NearestCentroid.decision_function sklearn.neighbors.NearestCentroid.predict_log_proba sklearn.neighbors.NearestCentroid.predict_proba sklearn.neighbors.NearestCentroid.set_score_request sklearn.neighbors.NeighborhoodComponentsAnalysis.__sklearn_tags__ sklearn.neighbors.RadiusNeighborsClassifier.__sklearn_tags__ sklearn.neighbors.RadiusNeighborsClassifier.set_score_request sklearn.neighbors.RadiusNeighborsRegressor.set_score_request sklearn.neighbors._ball_tree.BallTree32 sklearn.neighbors._ball_tree.BallTree64 sklearn.neighbors._ball_tree.__all__ sklearn.neighbors._base.NeighborsBase.__sklearn_tags__ sklearn.neighbors._base.RadiusNeighborsMixin.__sklearn_tags__ sklearn.neighbors._base.SCIPY_METRICS sklearn.neighbors._classification.KNeighborsClassifier.__sklearn_tags__ sklearn.neighbors._classification.KNeighborsClassifier.set_score_request sklearn.neighbors._classification.RadiusNeighborsClassifier.__sklearn_tags__ sklearn.neighbors._classification.RadiusNeighborsClassifier.set_score_request sklearn.neighbors._kd_tree.KDTree32 sklearn.neighbors._kd_tree.KDTree64 sklearn.neighbors._kd_tree.__all__ sklearn.neighbors._kde.KernelDensity.set_fit_request sklearn.neighbors._nca.NeighborhoodComponentsAnalysis.__sklearn_tags__ sklearn.neighbors._nearest_centroid.NearestCentroid.__sklearn_tags__ sklearn.neighbors._nearest_centroid.NearestCentroid.decision_function sklearn.neighbors._nearest_centroid.NearestCentroid.predict_log_proba sklearn.neighbors._nearest_centroid.NearestCentroid.predict_proba sklearn.neighbors._nearest_centroid.NearestCentroid.set_score_request sklearn.neighbors._regression.KNeighborsRegressor.__sklearn_tags__ sklearn.neighbors._regression.KNeighborsRegressor.set_score_request sklearn.neighbors._regression.RadiusNeighborsRegressor.set_score_request sklearn.neighbors.tests sklearn.neighbors.tests.test_ball_tree sklearn.neighbors.tests.test_graph sklearn.neighbors.tests.test_kd_tree sklearn.neighbors.tests.test_kde sklearn.neighbors.tests.test_lof sklearn.neighbors.tests.test_nca sklearn.neighbors.tests.test_nearest_centroid sklearn.neighbors.tests.test_neighbors sklearn.neighbors.tests.test_neighbors_pipeline sklearn.neighbors.tests.test_neighbors_tree sklearn.neighbors.tests.test_quad_tree sklearn.neural_network sklearn.neural_network.BernoulliRBM.__sklearn_tags__ sklearn.neural_network.MLPClassifier.__sklearn_tags__ sklearn.neural_network.MLPClassifier.set_partial_fit_request sklearn.neural_network.MLPClassifier.set_score_request sklearn.neural_network.MLPRegressor.set_score_request sklearn.neural_network._multilayer_perceptron.BaseMultilayerPerceptron.__sklearn_tags__ sklearn.neural_network._multilayer_perceptron.MLPClassifier.__sklearn_tags__ sklearn.neural_network._multilayer_perceptron.MLPClassifier.set_partial_fit_request sklearn.neural_network._multilayer_perceptron.MLPClassifier.set_score_request sklearn.neural_network._multilayer_perceptron.MLPRegressor.set_score_request sklearn.neural_network._rbm.BernoulliRBM.__sklearn_tags__ sklearn.neural_network.tests sklearn.neural_network.tests.test_base sklearn.neural_network.tests.test_mlp sklearn.neural_network.tests.test_rbm sklearn.neural_network.tests.test_stochastic_optimizers sklearn.pipeline sklearn.pipeline.FeatureUnion.__getitem__ sklearn.pipeline.FeatureUnion.__sklearn_tags__ sklearn.pipeline.FeatureUnion.feature_names_in_ sklearn.pipeline.FunctionTransformer.__sklearn_tags__ sklearn.pipeline.Pipeline.__sklearn_tags__ sklearn.pipeline.Pipeline.set_score_request sklearn.preprocessing sklearn.preprocessing.Binarizer.__sklearn_tags__ sklearn.preprocessing.Binarizer.set_transform_request sklearn.preprocessing.FunctionTransformer.__sklearn_tags__ sklearn.preprocessing.KBinsDiscretizer.set_fit_request sklearn.preprocessing.KernelCenterer.__sklearn_tags__ sklearn.preprocessing.KernelCenterer.set_transform_request sklearn.preprocessing.LabelBinarizer.__sklearn_tags__ sklearn.preprocessing.LabelBinarizer.set_inverse_transform_request sklearn.preprocessing.LabelEncoder.__sklearn_tags__ sklearn.preprocessing.MaxAbsScaler.__sklearn_tags__ sklearn.preprocessing.MinMaxScaler.__sklearn_tags__ sklearn.preprocessing.MultiLabelBinarizer.__sklearn_tags__ sklearn.preprocessing.Normalizer.__sklearn_tags__ sklearn.preprocessing.Normalizer.set_transform_request sklearn.preprocessing.PolynomialFeatures.__sklearn_tags__ sklearn.preprocessing.PowerTransformer.__sklearn_tags__ sklearn.preprocessing.QuantileTransformer.__sklearn_tags__ sklearn.preprocessing.RobustScaler.__sklearn_tags__ sklearn.preprocessing.SplineTransformer.set_fit_request sklearn.preprocessing.StandardScaler.__sklearn_tags__ sklearn.preprocessing.StandardScaler.set_fit_request sklearn.preprocessing.StandardScaler.set_inverse_transform_request sklearn.preprocessing.StandardScaler.set_partial_fit_request sklearn.preprocessing.StandardScaler.set_transform_request sklearn.preprocessing._data.Binarizer.__sklearn_tags__ sklearn.preprocessing._data.Binarizer.set_transform_request sklearn.preprocessing._data.KernelCenterer.__sklearn_tags__ sklearn.preprocessing._data.KernelCenterer.set_transform_request sklearn.preprocessing._data.MaxAbsScaler.__sklearn_tags__ sklearn.preprocessing._data.MinMaxScaler.__sklearn_tags__ sklearn.preprocessing._data.Normalizer.__sklearn_tags__ sklearn.preprocessing._data.Normalizer.set_transform_request sklearn.preprocessing._data.PowerTransformer.__sklearn_tags__ sklearn.preprocessing._data.QuantileTransformer.__sklearn_tags__ sklearn.preprocessing._data.RobustScaler.__sklearn_tags__ sklearn.preprocessing._data.StandardScaler.__sklearn_tags__ sklearn.preprocessing._data.StandardScaler.set_fit_request sklearn.preprocessing._data.StandardScaler.set_inverse_transform_request sklearn.preprocessing._data.StandardScaler.set_partial_fit_request sklearn.preprocessing._data.StandardScaler.set_transform_request sklearn.preprocessing._discretization.KBinsDiscretizer.set_fit_request sklearn.preprocessing._encoders._BaseEncoder.__sklearn_tags__ sklearn.preprocessing._encoders._BaseEncoder.infrequent_categories_ sklearn.preprocessing._function_transformer.FunctionTransformer.__sklearn_tags__ sklearn.preprocessing._label.LabelBinarizer.__sklearn_tags__ sklearn.preprocessing._label.LabelBinarizer.set_inverse_transform_request sklearn.preprocessing._label.LabelEncoder.__sklearn_tags__ sklearn.preprocessing._label.MultiLabelBinarizer.__sklearn_tags__ sklearn.preprocessing._polynomial.PolynomialFeatures.__sklearn_tags__ sklearn.preprocessing._polynomial.SplineTransformer.set_fit_request sklearn.preprocessing.tests sklearn.preprocessing.tests.test_common sklearn.preprocessing.tests.test_data sklearn.preprocessing.tests.test_discretization sklearn.preprocessing.tests.test_encoders sklearn.preprocessing.tests.test_function_transformer sklearn.preprocessing.tests.test_label sklearn.preprocessing.tests.test_polynomial sklearn.preprocessing.tests.test_target_encoder sklearn.random_projection sklearn.random_projection.BaseRandomProjection.__sklearn_tags__ sklearn.semi_supervised sklearn.semi_supervised.LabelPropagation.set_score_request sklearn.semi_supervised.LabelSpreading.set_score_request sklearn.semi_supervised.SelfTrainingClassifier.__sklearn_tags__ sklearn.semi_supervised._label_propagation.BaseLabelPropagation.__sklearn_tags__ sklearn.semi_supervised._label_propagation.BaseLabelPropagation.set_score_request sklearn.semi_supervised._label_propagation.LabelPropagation.set_score_request sklearn.semi_supervised._label_propagation.LabelSpreading.set_score_request sklearn.semi_supervised._self_training.SelfTrainingClassifier.__sklearn_tags__ sklearn.semi_supervised.tests sklearn.semi_supervised.tests.test_label_propagation sklearn.semi_supervised.tests.test_self_training sklearn.svm sklearn.svm.LinearSVC.__sklearn_tags__ sklearn.svm.LinearSVC.set_fit_request sklearn.svm.LinearSVC.set_score_request sklearn.svm.LinearSVR.__sklearn_tags__ sklearn.svm.LinearSVR.set_fit_request sklearn.svm.LinearSVR.set_score_request sklearn.svm.NuSVC.set_fit_request sklearn.svm.NuSVC.set_score_request sklearn.svm.NuSVR.set_fit_request sklearn.svm.NuSVR.set_score_request sklearn.svm.NuSVR.unused_param sklearn.svm.OneClassSVM.set_fit_request sklearn.svm.OneClassSVM.unused_param sklearn.svm.SVC.set_fit_request sklearn.svm.SVC.set_score_request sklearn.svm.SVR.set_fit_request sklearn.svm.SVR.set_score_request sklearn.svm.SVR.unused_param sklearn.svm._base.BaseLibSVM.__sklearn_tags__ sklearn.svm._base.BaseLibSVM.set_fit_request sklearn.svm._base.BaseSVC.__sklearn_tags__ sklearn.svm._base.BaseSVC.set_fit_request sklearn.svm._base.BaseSVC.set_score_request sklearn.svm._base.BaseSVC.unused_param sklearn.svm._classes.LinearSVC.__sklearn_tags__ sklearn.svm._classes.LinearSVC.set_fit_request sklearn.svm._classes.LinearSVC.set_score_request sklearn.svm._classes.LinearSVR.__sklearn_tags__ sklearn.svm._classes.LinearSVR.set_fit_request sklearn.svm._classes.LinearSVR.set_score_request sklearn.svm._classes.NuSVC.set_fit_request sklearn.svm._classes.NuSVC.set_score_request sklearn.svm._classes.NuSVR.set_fit_request sklearn.svm._classes.NuSVR.set_score_request sklearn.svm._classes.NuSVR.unused_param sklearn.svm._classes.OneClassSVM.set_fit_request sklearn.svm._classes.OneClassSVM.unused_param sklearn.svm._classes.SVC.set_fit_request sklearn.svm._classes.SVC.set_score_request sklearn.svm._classes.SVR.set_fit_request sklearn.svm._classes.SVR.set_score_request sklearn.svm._classes.SVR.unused_param sklearn.svm.tests sklearn.svm.tests.test_bounds sklearn.svm.tests.test_sparse sklearn.svm.tests.test_svm sklearn.tests.metadata_routing_common sklearn.tests.test_base sklearn.tests.test_build sklearn.tests.test_calibration sklearn.tests.test_check_build sklearn.tests.test_common sklearn.tests.test_config sklearn.tests.test_discriminant_analysis sklearn.tests.test_docstring_parameters sklearn.tests.test_docstrings sklearn.tests.test_dummy sklearn.tests.test_init sklearn.tests.test_isotonic sklearn.tests.test_kernel_approximation sklearn.tests.test_kernel_ridge sklearn.tests.test_metadata_routing sklearn.tests.test_metaestimators sklearn.tests.test_metaestimators_metadata_routing sklearn.tests.test_min_dependencies_readme sklearn.tests.test_multiclass sklearn.tests.test_multioutput sklearn.tests.test_naive_bayes sklearn.tests.test_pipeline sklearn.tests.test_public_functions sklearn.tests.test_random_projection sklearn.tree sklearn.tree.BaseDecisionTree.__sklearn_tags__ sklearn.tree.DecisionTreeClassifier.__sklearn_tags__ sklearn.tree.DecisionTreeClassifier.set_fit_request sklearn.tree.DecisionTreeClassifier.set_score_request sklearn.tree.DecisionTreeRegressor.__sklearn_tags__ sklearn.tree.DecisionTreeRegressor.set_fit_request sklearn.tree.DecisionTreeRegressor.set_score_request sklearn.tree.ExtraTreeClassifier.__sklearn_tags__ sklearn.tree.ExtraTreeClassifier.set_fit_request sklearn.tree.ExtraTreeClassifier.set_score_request sklearn.tree.ExtraTreeRegressor.__sklearn_tags__ sklearn.tree.ExtraTreeRegressor.set_fit_request sklearn.tree.ExtraTreeRegressor.set_score_request sklearn.tree._classes.BaseDecisionTree.__sklearn_tags__ sklearn.tree._classes.DecisionTreeClassifier.__sklearn_tags__ sklearn.tree._classes.DecisionTreeClassifier.set_fit_request sklearn.tree._classes.DecisionTreeClassifier.set_score_request sklearn.tree._classes.DecisionTreeRegressor.__sklearn_tags__ sklearn.tree._classes.DecisionTreeRegressor.set_fit_request sklearn.tree._classes.DecisionTreeRegressor.set_score_request sklearn.tree._classes.ExtraTreeClassifier.__sklearn_tags__ sklearn.tree._classes.ExtraTreeClassifier.set_fit_request sklearn.tree._classes.ExtraTreeClassifier.set_score_request sklearn.tree._classes.ExtraTreeRegressor.__sklearn_tags__ sklearn.tree._classes.ExtraTreeRegressor.set_fit_request sklearn.tree._classes.ExtraTreeRegressor.set_score_request sklearn.tree._criterion.Criterion.__reduce_cython__ sklearn.tree._criterion.Criterion.__setstate_cython__ sklearn.tree._criterion.Entropy sklearn.tree._criterion.FriedmanMSE sklearn.tree._criterion.Gini sklearn.tree._criterion.MAE sklearn.tree._criterion.MSE sklearn.tree._criterion.Poisson sklearn.tree._criterion.__test__ sklearn.tree._export._BaseTreeExporter.str_escape sklearn.tree._export._DOTTreeExporter.str_escape sklearn.tree._splitter.BestSparseSplitter sklearn.tree._splitter.BestSplitter sklearn.tree._splitter.RandomSparseSplitter sklearn.tree._splitter.RandomSplitter sklearn.tree._splitter.__test__ sklearn.tree._tree.NODE_DTYPE sklearn.tree._tree.TREE_UNDEFINED sklearn.tree._tree.Tree.children_left sklearn.tree._tree.Tree.children_right sklearn.tree._tree.Tree.compute_partial_dependence sklearn.tree._tree.Tree.feature sklearn.tree._tree.Tree.impurity sklearn.tree._tree.Tree.max_depth sklearn.tree._tree.Tree.missing_go_to_left sklearn.tree._tree.Tree.n_leaves sklearn.tree._tree.Tree.n_node_samples sklearn.tree._tree.Tree.threshold sklearn.tree._tree.Tree.weighted_n_node_samples sklearn.tree._tree.TreeBuilder.__reduce_cython__ sklearn.tree._tree.TreeBuilder.__setstate_cython__ sklearn.tree._tree.__pyx_capi__ sklearn.tree._tree.__reduce_cython__ sklearn.tree._tree.__setstate_cython__ sklearn.tree._tree.__test__ sklearn.tree.tests sklearn.tree.tests.test_export sklearn.tree.tests.test_monotonic_tree sklearn.tree.tests.test_reingold_tilford sklearn.tree.tests.test_tree sklearn.utils.ClassifierTags sklearn.utils.InputTags sklearn.utils.RegressorTags sklearn.utils.Tags sklearn.utils.TargetTags sklearn.utils.TransformerTags sklearn.utils.__all__ sklearn.utils._array_api.device sklearn.utils._array_api.ensure_common_namespace_device sklearn.utils._array_api.get_namespace_and_device sklearn.utils._array_api.indexing_dtype sklearn.utils._array_api.isdtype sklearn.utils._array_api.size sklearn.utils._array_api.supported_float_dtypes sklearn.utils._array_api.yield_namespace_device_dtype_combinations sklearn.utils._array_api.yield_namespaces sklearn.utils._fast_dict.IntFloatDict.__reduce_cython__ sklearn.utils._fast_dict.IntFloatDict.__setstate_cython__ sklearn.utils._fast_dict.IntFloatDict.append sklearn.utils._fast_dict.IntFloatDict.copy sklearn.utils._fast_dict.IntFloatDict.to_arrays sklearn.utils._fast_dict.IntFloatDict.update sklearn.utils._fast_dict.__test__ sklearn.utils._fast_dict.argmin sklearn.utils._mask.axis0_safe_slice sklearn.utils._mask.indices_to_mask sklearn.utils._mask.safe_mask sklearn.utils._mocking.CheckingClassifier.__sklearn_tags__ sklearn.utils._mocking.CheckingClassifier.set_fit_request sklearn.utils._mocking.NoSampleWeightWrapper.__sklearn_tags__ sklearn.utils._param_validation.MissingValues sklearn.utils._param_validation.RealNotInt sklearn.utils._random.__pyx_capi__ sklearn.utils._random.__test__ sklearn.utils._seq_dataset.__reduce_cython__ sklearn.utils._seq_dataset.__setstate_cython__ sklearn.utils._seq_dataset.__test__ sklearn.utils._set_output.ADAPTERS_MANAGER sklearn.utils._set_output.ContainerAdapterProtocol sklearn.utils._set_output.ContainerAdaptersManager sklearn.utils._set_output.PandasAdapter sklearn.utils._set_output.PolarsAdapter sklearn.utils._set_output.check_library_installed sklearn.utils._set_output.get_columns sklearn.utils._tags.ClassifierTags sklearn.utils._tags.InputTags sklearn.utils._tags.RegressorTags sklearn.utils._tags.Tags sklearn.utils._tags.TargetTags sklearn.utils._tags.TransformerTags sklearn.utils._tags.default_tags sklearn.utils._tags.get_tags sklearn.utils._test_common.instance_generator sklearn.utils._testing.MinimalClassifier.__sklearn_tags__ sklearn.utils._testing.MinimalRegressor.__sklearn_tags__ sklearn.utils._testing.MinimalTransformer.__sklearn_tags__ sklearn.utils._testing.__all__ sklearn.utils.arrayfuncs.__test__ sklearn.utils.arrayfuncs.sum_parallel sklearn.utils.estimator_checks.ClusterMixin.__sklearn_tags__ sklearn.utils.estimator_checks.RegressorMixin.__sklearn_tags__ sklearn.utils.estimator_checks.StandardScaler.__sklearn_tags__ sklearn.utils.estimator_checks.StandardScaler.set_fit_request sklearn.utils.estimator_checks.StandardScaler.set_inverse_transform_request sklearn.utils.estimator_checks.StandardScaler.set_partial_fit_request sklearn.utils.estimator_checks.StandardScaler.set_transform_request sklearn.utils.estimator_checks.check_array_api_input sklearn.utils.estimator_checks.check_array_api_input_and_values sklearn.utils.estimator_checks.check_classifier_not_supporting_multiclass sklearn.utils.estimator_checks.check_do_not_raise_errors_in_init_or_set_params sklearn.utils.estimator_checks.check_estimator_cloneable sklearn.utils.estimator_checks.check_estimator_repr sklearn.utils.estimator_checks.check_estimator_sparse_array sklearn.utils.estimator_checks.check_estimator_sparse_matrix sklearn.utils.estimator_checks.check_estimator_sparse_tag sklearn.utils.estimator_checks.check_estimator_tags_renamed sklearn.utils.estimator_checks.check_f_contiguous_array_estimator sklearn.utils.estimator_checks.check_global_output_transform_pandas sklearn.utils.estimator_checks.check_global_set_output_transform_polars sklearn.utils.estimator_checks.check_inplace_ensure_writeable sklearn.utils.estimator_checks.check_mixin_order sklearn.utils.estimator_checks.check_positive_only_tag_during_fit sklearn.utils.estimator_checks.check_readonly_memmap_input sklearn.utils.estimator_checks.check_sample_weight_equivalence_on_dense_data sklearn.utils.estimator_checks.check_sample_weight_equivalence_on_sparse_data sklearn.utils.estimator_checks.check_set_output_transform_polars sklearn.utils.estimator_checks.check_transformers_unfitted_stateless sklearn.utils.estimator_checks.check_valid_tag_types sklearn.utils.estimator_checks.estimator_checks_generator sklearn.utils.extmath.safe_sqr sklearn.utils.get_tags sklearn.utils.murmurhash.__pyx_capi__ sklearn.utils.murmurhash.__test__ sklearn.utils.murmurhash.murmurhash3_bytes_s32 sklearn.utils.murmurhash.murmurhash3_bytes_u32 sklearn.utils.murmurhash.murmurhash3_int_s32 sklearn.utils.murmurhash.murmurhash3_int_u32 sklearn.utils.sparsefuncs_fast.__test__ sklearn.utils.tests sklearn.utils.tests.test_arpack sklearn.utils.tests.test_array_api sklearn.utils.tests.test_arrayfuncs sklearn.utils.tests.test_bunch sklearn.utils.tests.test_chunking sklearn.utils.tests.test_class_weight sklearn.utils.tests.test_cython_blas sklearn.utils.tests.test_deprecation sklearn.utils.tests.test_encode sklearn.utils.tests.test_estimator_checks sklearn.utils.tests.test_estimator_html_repr sklearn.utils.tests.test_extmath sklearn.utils.tests.test_fast_dict sklearn.utils.tests.test_fixes sklearn.utils.tests.test_graph sklearn.utils.tests.test_indexing sklearn.utils.tests.test_mask sklearn.utils.tests.test_metaestimators sklearn.utils.tests.test_missing sklearn.utils.tests.test_mocking sklearn.utils.tests.test_multiclass sklearn.utils.tests.test_murmurhash sklearn.utils.tests.test_optimize sklearn.utils.tests.test_parallel sklearn.utils.tests.test_param_validation sklearn.utils.tests.test_plotting sklearn.utils.tests.test_pprint sklearn.utils.tests.test_random sklearn.utils.tests.test_response sklearn.utils.tests.test_seq_dataset sklearn.utils.tests.test_set_output sklearn.utils.tests.test_shortest_path sklearn.utils.tests.test_show_versions sklearn.utils.tests.test_sparsefuncs sklearn.utils.tests.test_stats sklearn.utils.tests.test_tags sklearn.utils.tests.test_testing sklearn.utils.tests.test_typedefs sklearn.utils.tests.test_unique sklearn.utils.tests.test_user_interface sklearn.utils.tests.test_utils sklearn.utils.tests.test_validation sklearn.utils.tests.test_weight_vector sklearn.utils.validation.validate_data # TODO: Fix all these so stubs match implementation sklearn._build_utils.CYTHON_MIN_VERSION sklearn._build_utils.DEFAULT_ROOT sklearn._build_utils.basic_check_build sklearn._build_utils.check_openmp_support sklearn._build_utils.cythonize_extensions sklearn._build_utils.gen_from_templates sklearn._build_utils.openmp_helpers sklearn._build_utils.parse sklearn._build_utils.pre_build_helpers sklearn._config._threadlocal sklearn._loss._loss.CyAbsoluteError.cy_grad_hess sklearn._loss._loss.CyAbsoluteError.cy_gradient sklearn._loss._loss.CyAbsoluteError.cy_loss sklearn._loss._loss.CyHalfBinomialLoss.cy_grad_hess sklearn._loss._loss.CyHalfBinomialLoss.cy_gradient sklearn._loss._loss.CyHalfBinomialLoss.cy_loss sklearn._loss._loss.CyHalfGammaLoss.cy_grad_hess sklearn._loss._loss.CyHalfGammaLoss.cy_gradient sklearn._loss._loss.CyHalfGammaLoss.cy_loss sklearn._loss._loss.CyHalfMultinomialLoss.cy_grad_hess sklearn._loss._loss.CyHalfMultinomialLoss.cy_gradient sklearn._loss._loss.CyHalfMultinomialLoss.cy_loss sklearn._loss._loss.CyHalfPoissonLoss.cy_grad_hess sklearn._loss._loss.CyHalfPoissonLoss.cy_gradient sklearn._loss._loss.CyHalfPoissonLoss.cy_loss sklearn._loss._loss.CyHalfSquaredError.cy_grad_hess sklearn._loss._loss.CyHalfSquaredError.cy_gradient sklearn._loss._loss.CyHalfSquaredError.cy_loss sklearn._loss._loss.CyHalfTweedieLoss.__init__ sklearn._loss._loss.CyHalfTweedieLoss.cy_grad_hess sklearn._loss._loss.CyHalfTweedieLoss.cy_gradient sklearn._loss._loss.CyHalfTweedieLoss.cy_loss sklearn._loss._loss.CyHalfTweedieLossIdentity.__init__ sklearn._loss._loss.CyHalfTweedieLossIdentity.cy_grad_hess sklearn._loss._loss.CyHalfTweedieLossIdentity.cy_gradient sklearn._loss._loss.CyHalfTweedieLossIdentity.cy_loss sklearn._loss._loss.CyLossFunction.cy_grad_hess sklearn._loss._loss.CyLossFunction.cy_gradient sklearn._loss._loss.CyLossFunction.cy_loss sklearn._loss._loss.CyPinballLoss.__init__ sklearn._loss._loss.CyPinballLoss.cy_grad_hess sklearn._loss._loss.CyPinballLoss.cy_gradient sklearn._loss._loss.CyPinballLoss.cy_loss sklearn._loss.glm_distribution sklearn._loss.link.BaseLink.interval_y_pred sklearn._loss.link.Interval.__init__ sklearn._loss.link.LogLink.interval_y_pred sklearn._loss.link.MultinomialLogit.interval_y_pred sklearn._typing sklearn.base.BiclusterMixin.biclusters_ sklearn.base.accuracy_score sklearn.base.check_X_y sklearn.base.check_array sklearn.base.r2_score sklearn.calibration.CalibratedClassifierCV.__init__ sklearn.calibration.LinearSVC.__init__ sklearn.calibration.calibration_curve sklearn.calibration.check_matplotlib_support sklearn.calibration.column_or_1d sklearn.calibration.cross_val_predict sklearn.calibration.expit sklearn.calibration.fmin_bfgs sklearn.calibration.is_classifier sklearn.calibration.partial sklearn.calibration.xlogy sklearn.cluster.Birch.__init__ sklearn.cluster.FeatureAgglomeration.fit_predict sklearn.cluster.KMeans.__init__ sklearn.cluster.MiniBatchKMeans.__init__ sklearn.cluster.SpectralBiclustering.biclusters_ sklearn.cluster.SpectralCoclustering.biclusters_ sklearn.cluster._agglomerative.FeatureAgglomeration.fit_predict sklearn.cluster._agglomerative._TREE_BUILDERS sklearn.cluster._bicluster.SpectralBiclustering.biclusters_ sklearn.cluster._bicluster.SpectralCoclustering.biclusters_ sklearn.cluster._birch.Birch.__init__ sklearn.cluster._birch._CFSubcluster.radius sklearn.cluster._feature_agglomeration.AgglomerationTransform.inverse_transform sklearn.cluster._kmeans.KMeans.__init__ sklearn.cluster._kmeans.MiniBatchKMeans.__init__ sklearn.cluster._kmeans._BaseKMeans.predict sklearn.cluster._kmeans.k_means sklearn.cluster._kmeans.kmeans_plusplus sklearn.cluster.k_means sklearn.cluster.kmeans_plusplus sklearn.compose.ColumnTransformer.__init__ sklearn.compose._column_transformer.ColumnTransformer.__init__ sklearn.compose._column_transformer.make_column_transformer sklearn.compose.make_column_transformer sklearn.conftest._SKIP32_MARK sklearn.conftest.fetch_20newsgroups sklearn.conftest.fetch_20newsgroups_fxt sklearn.conftest.fetch_20newsgroups_vectorized sklearn.conftest.fetch_20newsgroups_vectorized_fxt sklearn.conftest.fetch_california_housing sklearn.conftest.fetch_california_housing_fxt sklearn.conftest.fetch_covtype sklearn.conftest.fetch_covtype_fxt sklearn.conftest.fetch_kddcup99 sklearn.conftest.fetch_kddcup99_fxt sklearn.conftest.fetch_olivetti_faces sklearn.conftest.fetch_olivetti_faces_fxt sklearn.conftest.fetch_rcv1 sklearn.conftest.fetch_rcv1_fxt sklearn.conftest.pytest_runtest_setup sklearn.covariance.GraphicalLasso.__init__ sklearn.covariance.GraphicalLassoCV.__init__ sklearn.covariance.MinCovDet._nonrobust_covariance sklearn.covariance._graph_lasso.BaseGraphicalLasso.__init__ sklearn.covariance._graph_lasso.GraphicalLasso.__init__ sklearn.covariance._graph_lasso.GraphicalLassoCV.__init__ sklearn.covariance._graph_lasso.graphical_lasso sklearn.covariance._graph_lasso.graphical_lasso_path sklearn.covariance._robust_covariance.MinCovDet._nonrobust_covariance sklearn.covariance.graphical_lasso sklearn.cross_decomposition.PLSRegression.fit sklearn.cross_decomposition.PLSSVD.fit sklearn.cross_decomposition.PLSSVD.transform sklearn.cross_decomposition._pls.PLSRegression.fit sklearn.cross_decomposition._pls.PLSSVD.fit sklearn.cross_decomposition._pls.PLSSVD.transform sklearn.cross_decomposition._pls._PLS.coef_ sklearn.cross_decomposition._pls._PLS.fit sklearn.cross_decomposition._pls._PLS.inverse_transform sklearn.cross_decomposition._pls._PLS.transform sklearn.datasets._arff_parser.load_arff_from_gzip_file sklearn.datasets._base.RemoteFileMetadata sklearn.datasets._base.load_csv_data sklearn.datasets._base.load_descr sklearn.datasets._california_housing.fetch_california_housing sklearn.datasets._california_housing.logger sklearn.datasets._covtype.fetch_covtype sklearn.datasets._covtype.logger sklearn.datasets._kddcup99.fetch_kddcup99 sklearn.datasets._kddcup99.logger sklearn.datasets._lfw.TARGETS sklearn.datasets._lfw.fetch_lfw_pairs sklearn.datasets._lfw.fetch_lfw_people sklearn.datasets._lfw.logger sklearn.datasets._olivetti_faces.fetch_olivetti_faces sklearn.datasets._openml.fetch_openml sklearn.datasets._rcv1.XY_METADATA sklearn.datasets._rcv1.fetch_rcv1 sklearn.datasets._rcv1.logger sklearn.datasets._samples_generator.make_sparse_coded_signal sklearn.datasets._samples_generator.make_sparse_spd_matrix sklearn.datasets._species_distributions.fetch_species_distributions sklearn.datasets._species_distributions.logger sklearn.datasets._svmlight_format_io.load_svmlight_file sklearn.datasets._svmlight_format_io.load_svmlight_files sklearn.datasets._twenty_newsgroups._QUOTE_RE sklearn.datasets._twenty_newsgroups.fetch_20newsgroups sklearn.datasets._twenty_newsgroups.fetch_20newsgroups_vectorized sklearn.datasets._twenty_newsgroups.logger sklearn.datasets.fetch_20newsgroups sklearn.datasets.fetch_20newsgroups_vectorized sklearn.datasets.fetch_california_housing sklearn.datasets.fetch_covtype sklearn.datasets.fetch_kddcup99 sklearn.datasets.fetch_lfw_pairs sklearn.datasets.fetch_lfw_people sklearn.datasets.fetch_olivetti_faces sklearn.datasets.fetch_openml sklearn.datasets.fetch_rcv1 sklearn.datasets.fetch_species_distributions sklearn.datasets.load_svmlight_file sklearn.datasets.load_svmlight_files sklearn.datasets.make_sparse_coded_signal sklearn.datasets.make_sparse_spd_matrix sklearn.decomposition.DictionaryLearning.__init__ sklearn.decomposition.DictionaryLearning.fit_transform sklearn.decomposition.FastICA.__init__ sklearn.decomposition.LatentDirichletAllocation.fit_transform sklearn.decomposition.LatentDirichletAllocation.transform sklearn.decomposition.MiniBatchDictionaryLearning.__init__ sklearn.decomposition.MiniBatchDictionaryLearning.partial_fit sklearn.decomposition.MiniBatchNMF.__init__ sklearn.decomposition.MiniBatchSparsePCA.__init__ sklearn.decomposition.NMF.__init__ sklearn.decomposition._dict_learning.DictionaryLearning.__init__ sklearn.decomposition._dict_learning.DictionaryLearning.fit_transform sklearn.decomposition._dict_learning.MiniBatchDictionaryLearning.__init__ sklearn.decomposition._dict_learning.MiniBatchDictionaryLearning.partial_fit sklearn.decomposition._dict_learning.dict_learning_online sklearn.decomposition._fastica.FastICA.__init__ sklearn.decomposition._fastica.fastica sklearn.decomposition._lda.EPS sklearn.decomposition._lda.LatentDirichletAllocation.fit_transform sklearn.decomposition._lda.LatentDirichletAllocation.transform sklearn.decomposition._nmf.MiniBatchNMF.__init__ sklearn.decomposition._nmf.NMF.__init__ sklearn.decomposition._nmf._BaseNMF.__init__ sklearn.decomposition._nmf._BaseNMF.inverse_transform sklearn.decomposition._nmf.non_negative_factorization sklearn.decomposition._online_lda_fast.psi sklearn.decomposition._sparse_pca.MiniBatchSparsePCA.__init__ sklearn.decomposition.dict_learning_online sklearn.decomposition.fastica sklearn.decomposition.non_negative_factorization sklearn.discriminant_analysis.get_namespace sklearn.dummy.check_array sklearn.ensemble.AdaBoostClassifier.__init__ sklearn.ensemble.AdaBoostClassifier.feature_importances_ sklearn.ensemble.AdaBoostRegressor.__init__ sklearn.ensemble.AdaBoostRegressor.feature_importances_ sklearn.ensemble.BaggingClassifier.__init__ sklearn.ensemble.BaggingClassifier.estimators_samples_ sklearn.ensemble.BaggingRegressor.__init__ sklearn.ensemble.BaggingRegressor.estimators_samples_ sklearn.ensemble.BaseEnsemble.__init__ sklearn.ensemble.ExtraTreesClassifier.__init__ sklearn.ensemble.ExtraTreesClassifier.feature_importances_ sklearn.ensemble.ExtraTreesRegressor.__init__ sklearn.ensemble.ExtraTreesRegressor.feature_importances_ sklearn.ensemble.GradientBoostingClassifier.feature_importances_ sklearn.ensemble.GradientBoostingRegressor.feature_importances_ sklearn.ensemble.HistGradientBoostingClassifier.__init__ sklearn.ensemble.HistGradientBoostingClassifier.n_iter_ sklearn.ensemble.HistGradientBoostingRegressor.__init__ sklearn.ensemble.HistGradientBoostingRegressor.n_iter_ sklearn.ensemble.IsolationForest.estimators_samples_ sklearn.ensemble.RandomForestClassifier.__init__ sklearn.ensemble.RandomForestClassifier.feature_importances_ sklearn.ensemble.RandomForestRegressor.__init__ sklearn.ensemble.RandomForestRegressor.feature_importances_ sklearn.ensemble.RandomTreesEmbedding.feature_importances_ sklearn.ensemble.StackingClassifier.fit sklearn.ensemble.StackingClassifier.n_features_in_ sklearn.ensemble.StackingRegressor.fit sklearn.ensemble.StackingRegressor.fit_transform sklearn.ensemble.StackingRegressor.n_features_in_ sklearn.ensemble.VotingClassifier.fit sklearn.ensemble.VotingClassifier.n_features_in_ sklearn.ensemble.VotingRegressor.fit sklearn.ensemble.VotingRegressor.n_features_in_ sklearn.ensemble._bagging.BaggingClassifier.__init__ sklearn.ensemble._bagging.BaggingClassifier.estimators_samples_ sklearn.ensemble._bagging.BaggingRegressor.__init__ sklearn.ensemble._bagging.BaggingRegressor.estimators_samples_ sklearn.ensemble._bagging.BaseBagging.__init__ sklearn.ensemble._bagging.BaseBagging.estimators_samples_ sklearn.ensemble._bagging.BaseBagging.fit sklearn.ensemble._bagging.MAX_INT sklearn.ensemble._base.BaseEnsemble.__init__ sklearn.ensemble._forest.BaseForest.__init__ sklearn.ensemble._forest.ExtraTreesClassifier.__init__ sklearn.ensemble._forest.ExtraTreesClassifier.feature_importances_ sklearn.ensemble._forest.ExtraTreesRegressor.__init__ sklearn.ensemble._forest.ExtraTreesRegressor.feature_importances_ sklearn.ensemble._forest.ForestClassifier.__init__ sklearn.ensemble._forest.ForestRegressor.__init__ sklearn.ensemble._forest.MAX_INT sklearn.ensemble._forest.RandomForestClassifier.__init__ sklearn.ensemble._forest.RandomForestClassifier.feature_importances_ sklearn.ensemble._forest.RandomForestRegressor.__init__ sklearn.ensemble._forest.RandomForestRegressor.feature_importances_ sklearn.ensemble._forest.RandomTreesEmbedding.feature_importances_ sklearn.ensemble._gb.GradientBoostingClassifier.feature_importances_ sklearn.ensemble._gb.GradientBoostingRegressor.feature_importances_ sklearn.ensemble._gb_losses sklearn.ensemble._hist_gradient_boosting.gradient_boosting.BaseHistGradientBoosting.n_iter_ sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier.__init__ sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier.n_iter_ sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor.__init__ sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor.n_iter_ sklearn.ensemble._hist_gradient_boosting.grower.EPS sklearn.ensemble._hist_gradient_boosting.grower.TreeGrower.__init__ sklearn.ensemble._hist_gradient_boosting.grower.TreeNode.__init__ sklearn.ensemble._hist_gradient_boosting.histogram.HistogramBuilder sklearn.ensemble._hist_gradient_boosting.splitting.SplitInfo.__init__ sklearn.ensemble._hist_gradient_boosting.splitting.Splitter sklearn.ensemble._hist_gradient_boosting.utils.sum_parallel sklearn.ensemble._iforest.IsolationForest.estimators_samples_ sklearn.ensemble._stacking.StackingClassifier.fit sklearn.ensemble._stacking.StackingClassifier.n_features_in_ sklearn.ensemble._stacking.StackingRegressor.fit sklearn.ensemble._stacking.StackingRegressor.fit_transform sklearn.ensemble._stacking.StackingRegressor.n_features_in_ sklearn.ensemble._stacking._BaseStacking.fit sklearn.ensemble._stacking._BaseStacking.n_features_in_ sklearn.ensemble._voting.VotingClassifier.fit sklearn.ensemble._voting.VotingClassifier.n_features_in_ sklearn.ensemble._voting.VotingRegressor.fit sklearn.ensemble._voting.VotingRegressor.n_features_in_ sklearn.ensemble._voting._BaseVoting.fit sklearn.ensemble._voting._BaseVoting.n_features_in_ sklearn.ensemble._weight_boosting.AdaBoostClassifier.__init__ sklearn.ensemble._weight_boosting.AdaBoostClassifier.feature_importances_ sklearn.ensemble._weight_boosting.AdaBoostRegressor.__init__ sklearn.ensemble._weight_boosting.AdaBoostRegressor.feature_importances_ sklearn.ensemble._weight_boosting.BaseWeightBoosting.__init__ sklearn.experimental.enable_halving_search_cv.HalvingGridSearchCV.classes_ sklearn.experimental.enable_halving_search_cv.HalvingGridSearchCV.n_features_in_ sklearn.experimental.enable_halving_search_cv.HalvingRandomSearchCV.classes_ sklearn.experimental.enable_halving_search_cv.HalvingRandomSearchCV.n_features_in_ sklearn.experimental.enable_iterative_imputer.IterativeImputer.__init__ sklearn.externals._arff._RE_ATTRIBUTE sklearn.externals._arff._RE_ESCAPE_CHARS sklearn.externals._arff._RE_NONTRIVIAL_DATA sklearn.externals._arff._RE_QUOTE_CHARS sklearn.externals._arff._RE_RELATION sklearn.externals._arff._RE_SPARSE_LINE sklearn.externals._lobpcg sklearn.externals._numpy_compiler_patch sklearn.externals._packaging._structures.Infinity sklearn.externals._packaging._structures.NegativeInfinity sklearn.externals._packaging.version.LegacyVersion.base_version sklearn.externals._packaging.version.LegacyVersion.dev sklearn.externals._packaging.version.LegacyVersion.epoch sklearn.externals._packaging.version.LegacyVersion.is_devrelease sklearn.externals._packaging.version.LegacyVersion.is_postrelease sklearn.externals._packaging.version.LegacyVersion.is_prerelease sklearn.externals._packaging.version.LegacyVersion.local sklearn.externals._packaging.version.LegacyVersion.post sklearn.externals._packaging.version.LegacyVersion.pre sklearn.externals._packaging.version.LegacyVersion.public sklearn.externals._packaging.version.LegacyVersion.release sklearn.externals._packaging.version.Version._regex sklearn.externals._packaging.version.Version.base_version sklearn.externals._packaging.version.Version.dev sklearn.externals._packaging.version.Version.epoch sklearn.externals._packaging.version.Version.is_devrelease sklearn.externals._packaging.version.Version.is_postrelease sklearn.externals._packaging.version.Version.is_prerelease sklearn.externals._packaging.version.Version.local sklearn.externals._packaging.version.Version.major sklearn.externals._packaging.version.Version.micro sklearn.externals._packaging.version.Version.minor sklearn.externals._packaging.version.Version.post sklearn.externals._packaging.version.Version.pre sklearn.externals._packaging.version.Version.public sklearn.externals._packaging.version.Version.release sklearn.externals._packaging.version._Version sklearn.externals._packaging.version._legacy_version_component_re sklearn.externals._packaging.version._local_version_separators sklearn.externals.conftest.pytest_ignore_collect sklearn.feature_extraction.FeatureHasher.__init__ sklearn.feature_extraction._hash.FeatureHasher.__init__ sklearn.feature_extraction._hashing_fast.transform sklearn.feature_extraction._stop_words.ENGLISH_STOP_WORDS sklearn.feature_extraction.grid_to_graph sklearn.feature_extraction.image.Number.__hash__ sklearn.feature_extraction.image.check_array sklearn.feature_extraction.image.grid_to_graph sklearn.feature_extraction.image.img_to_graph sklearn.feature_extraction.img_to_graph sklearn.feature_extraction.text.ENGLISH_STOP_WORDS sklearn.feature_extraction.text.FLOAT_DTYPES sklearn.feature_extraction.text.FeatureHasher.__init__ sklearn.feature_extraction.text.Real sklearn.feature_extraction.text.TfidfTransformer.idf_ sklearn.feature_extraction.text._VectorizerMixin._white_spaces sklearn.feature_extraction.text.check_array sklearn.feature_selection.RFECV.classes_ sklearn.feature_selection.RFECV.fit sklearn.feature_selection.SequentialFeatureSelector.__init__ sklearn.feature_selection._mutual_info.mutual_info_classif sklearn.feature_selection._mutual_info.mutual_info_regression sklearn.feature_selection._rfe.RFECV.classes_ sklearn.feature_selection._rfe.RFECV.fit sklearn.feature_selection._sequential.SequentialFeatureSelector.__init__ sklearn.feature_selection._univariate_selection._BaseFilter.fit sklearn.feature_selection.mutual_info_classif sklearn.feature_selection.mutual_info_regression sklearn.gaussian_process._gpc.COEFS sklearn.gaussian_process._gpc.LAMBDAS sklearn.gaussian_process.kernels.CompoundKernel.requires_vector_input sklearn.gaussian_process.kernels.ConstantKernel.hyperparameter_constant_value sklearn.gaussian_process.kernels.DotProduct.hyperparameter_sigma_0 sklearn.gaussian_process.kernels.ExpSineSquared.hyperparameter_length_scale sklearn.gaussian_process.kernels.ExpSineSquared.hyperparameter_periodicity sklearn.gaussian_process.kernels.Exponentiation.hyperparameters sklearn.gaussian_process.kernels.Exponentiation.requires_vector_input sklearn.gaussian_process.kernels.GenericKernelMixin.requires_vector_input sklearn.gaussian_process.kernels.Hyperparameter.__match_args__ sklearn.gaussian_process.kernels.Hyperparameter.__new__ sklearn.gaussian_process.kernels.Kernel.hyperparameters sklearn.gaussian_process.kernels.Kernel.n_dims sklearn.gaussian_process.kernels.Kernel.requires_vector_input sklearn.gaussian_process.kernels.KernelOperator.hyperparameters sklearn.gaussian_process.kernels.KernelOperator.requires_vector_input sklearn.gaussian_process.kernels.PairwiseKernel.hyperparameter_gamma sklearn.gaussian_process.kernels.RBF.anisotropic sklearn.gaussian_process.kernels.RBF.hyperparameter_length_scale sklearn.gaussian_process.kernels.RationalQuadratic.hyperparameter_alpha sklearn.gaussian_process.kernels.RationalQuadratic.hyperparameter_length_scale sklearn.gaussian_process.kernels.WhiteKernel.hyperparameter_noise_level sklearn.gaussian_process.kernels.kv sklearn.impute.IterativeImputer.__init__ sklearn.impute.SimpleImputer.__init__ sklearn.impute._base.SimpleImputer.__init__ sklearn.impute._iterative.IterativeImputer.__init__ sklearn.impute._iterative._ImputerTriplet sklearn.inspection.DecisionBoundaryDisplay.from_estimator sklearn.inspection.PartialDependenceDisplay.__init__ sklearn.inspection.PartialDependenceDisplay.from_estimator sklearn.inspection._partial_dependence.partial_dependence sklearn.inspection._plot.decision_boundary.DecisionBoundaryDisplay.from_estimator sklearn.inspection._plot.partial_dependence.PartialDependenceDisplay.__init__ sklearn.inspection._plot.partial_dependence.PartialDependenceDisplay.from_estimator sklearn.inspection.partial_dependence sklearn.isotonic.check_array sklearn.kernel_approximation.check_non_negative sklearn.kernel_approximation.fft sklearn.kernel_approximation.ifft sklearn.kernel_ridge.Integral sklearn.linear_model.ARDRegression.__init__ sklearn.linear_model.BayesianRidge.__init__ sklearn.linear_model.ElasticNet.path sklearn.linear_model.ElasticNetCV.path sklearn.linear_model.Hinge sklearn.linear_model.Huber sklearn.linear_model.Lars.__init__ sklearn.linear_model.LarsCV.__init__ sklearn.linear_model.Lasso.path sklearn.linear_model.Lasso.sparse_coef_ sklearn.linear_model.LassoCV.path sklearn.linear_model.LassoLars.__init__ sklearn.linear_model.LassoLarsCV.__init__ sklearn.linear_model.LassoLarsIC.__init__ sklearn.linear_model.Log sklearn.linear_model.LogisticRegression.__init__ sklearn.linear_model.LogisticRegressionCV.__init__ sklearn.linear_model.ModifiedHuber sklearn.linear_model.MultiTaskElasticNet.sparse_coef_ sklearn.linear_model.MultiTaskElasticNetCV.path sklearn.linear_model.MultiTaskLasso.sparse_coef_ sklearn.linear_model.MultiTaskLassoCV.path sklearn.linear_model.OrthogonalMatchingPursuit.__init__ sklearn.linear_model.OrthogonalMatchingPursuitCV.__init__ sklearn.linear_model.QuantileRegressor.__init__ sklearn.linear_model.RANSACRegressor.__init__ sklearn.linear_model.RANSACRegressor.fit sklearn.linear_model.RidgeCV.cv_values_ sklearn.linear_model.RidgeClassifier.classes_ sklearn.linear_model.RidgeClassifierCV.__init__ sklearn.linear_model.RidgeClassifierCV.classes_ sklearn.linear_model.RidgeClassifierCV.cv_values_ sklearn.linear_model.SquaredLoss sklearn.linear_model.TheilSenRegressor.__init__ sklearn.linear_model._bayes.ARDRegression.__init__ sklearn.linear_model._bayes.BayesianRidge.__init__ sklearn.linear_model._coordinate_descent.ElasticNet.path sklearn.linear_model._coordinate_descent.ElasticNetCV.path sklearn.linear_model._coordinate_descent.Lasso.path sklearn.linear_model._coordinate_descent.Lasso.sparse_coef_ sklearn.linear_model._coordinate_descent.LassoCV.path sklearn.linear_model._coordinate_descent.MultiTaskElasticNet.sparse_coef_ sklearn.linear_model._coordinate_descent.MultiTaskElasticNetCV.path sklearn.linear_model._coordinate_descent.MultiTaskLasso.sparse_coef_ sklearn.linear_model._coordinate_descent.MultiTaskLassoCV.path sklearn.linear_model._least_angle.Lars.__init__ sklearn.linear_model._least_angle.LarsCV.__init__ sklearn.linear_model._least_angle.LassoLars.__init__ sklearn.linear_model._least_angle.LassoLarsCV.__init__ sklearn.linear_model._least_angle.LassoLarsIC.__init__ sklearn.linear_model._logistic.LogisticRegression.__init__ sklearn.linear_model._logistic.LogisticRegressionCV.__init__ sklearn.linear_model._omp.OrthogonalMatchingPursuit.__init__ sklearn.linear_model._omp.OrthogonalMatchingPursuitCV.__init__ sklearn.linear_model._quantile.QuantileRegressor.__init__ sklearn.linear_model._ransac.RANSACRegressor.__init__ sklearn.linear_model._ransac.RANSACRegressor.fit sklearn.linear_model._ransac._EPSILON sklearn.linear_model._ridge.RidgeCV.cv_values_ sklearn.linear_model._ridge.RidgeClassifier.classes_ sklearn.linear_model._ridge.RidgeClassifierCV.__init__ sklearn.linear_model._ridge.RidgeClassifierCV.classes_ sklearn.linear_model._ridge.RidgeClassifierCV.cv_values_ sklearn.linear_model._ridge._BaseRidgeCV.__init__ sklearn.linear_model._ridge._RidgeClassifierMixin.classes_ sklearn.linear_model._ridge._RidgeGCV.__init__ sklearn.linear_model._ridge._RidgeGCV.fit sklearn.linear_model._sgd_fast.Classification.dloss sklearn.linear_model._sgd_fast.Classification.loss sklearn.linear_model._sgd_fast.EpsilonInsensitive.dloss sklearn.linear_model._sgd_fast.EpsilonInsensitive.loss sklearn.linear_model._sgd_fast.Hinge.dloss sklearn.linear_model._sgd_fast.Hinge.loss sklearn.linear_model._sgd_fast.Huber sklearn.linear_model._sgd_fast.Log sklearn.linear_model._sgd_fast.LossFunction sklearn.linear_model._sgd_fast.ModifiedHuber.dloss sklearn.linear_model._sgd_fast.ModifiedHuber.loss sklearn.linear_model._sgd_fast.Regression.dloss sklearn.linear_model._sgd_fast.Regression.loss sklearn.linear_model._sgd_fast.SquaredEpsilonInsensitive.dloss sklearn.linear_model._sgd_fast.SquaredEpsilonInsensitive.loss sklearn.linear_model._sgd_fast.SquaredHinge.dloss sklearn.linear_model._sgd_fast.SquaredHinge.loss sklearn.linear_model._sgd_fast.SquaredLoss sklearn.linear_model._stochastic_gradient.MAX_INT sklearn.linear_model._theil_sen.TheilSenRegressor.__init__ sklearn.linear_model._theil_sen._EPSILON sklearn.logger sklearn.manifold.MDS.__init__ sklearn.manifold.TSNE.__init__ sklearn.manifold._mds.MDS.__init__ sklearn.manifold._mds.smacof sklearn.manifold._t_sne.MACHINE_EPSILON sklearn.manifold._t_sne.TSNE.__init__ sklearn.manifold.smacof sklearn.metrics.DistanceMetric.__init__ sklearn.metrics.DistanceMetric.cdist sklearn.metrics.DistanceMetric.cdist_csr sklearn.metrics.DistanceMetric.dist sklearn.metrics.DistanceMetric.dist_csr sklearn.metrics.DistanceMetric.dist_to_rdist sklearn.metrics.DistanceMetric.get_metric sklearn.metrics.DistanceMetric.pairwise sklearn.metrics.DistanceMetric.pdist sklearn.metrics.DistanceMetric.pdist_csr sklearn.metrics.DistanceMetric.rdist sklearn.metrics.DistanceMetric.rdist_csr sklearn.metrics.DistanceMetric.rdist_to_dist sklearn.metrics.PrecisionRecallDisplay.__init__ sklearn.metrics.PrecisionRecallDisplay.from_estimator sklearn.metrics.PrecisionRecallDisplay.from_predictions sklearn.metrics.PrecisionRecallDisplay.plot sklearn.metrics.RocCurveDisplay.from_estimator sklearn.metrics.RocCurveDisplay.from_predictions sklearn.metrics.RocCurveDisplay.plot sklearn.metrics.SCORERS sklearn.metrics._classification.brier_score_loss sklearn.metrics._classification.log_loss sklearn.metrics._dist_metrics.BrayCurtisDistance sklearn.metrics._dist_metrics.CanberraDistance sklearn.metrics._dist_metrics.ChebyshevDistance sklearn.metrics._dist_metrics.ChebyshevDistance32.__init__ sklearn.metrics._dist_metrics.DiceDistance sklearn.metrics._dist_metrics.DistanceMetric.__init__ sklearn.metrics._dist_metrics.DistanceMetric.cdist sklearn.metrics._dist_metrics.DistanceMetric.cdist_csr sklearn.metrics._dist_metrics.DistanceMetric.dist sklearn.metrics._dist_metrics.DistanceMetric.dist_csr sklearn.metrics._dist_metrics.DistanceMetric.dist_to_rdist sklearn.metrics._dist_metrics.DistanceMetric.get_metric sklearn.metrics._dist_metrics.DistanceMetric.pairwise sklearn.metrics._dist_metrics.DistanceMetric.pdist sklearn.metrics._dist_metrics.DistanceMetric.pdist_csr sklearn.metrics._dist_metrics.DistanceMetric.rdist sklearn.metrics._dist_metrics.DistanceMetric.rdist_csr sklearn.metrics._dist_metrics.DistanceMetric.rdist_to_dist sklearn.metrics._dist_metrics.DistanceMetric32.__init__ sklearn.metrics._dist_metrics.DistanceMetric32.cdist sklearn.metrics._dist_metrics.DistanceMetric32.cdist_csr sklearn.metrics._dist_metrics.DistanceMetric32.dist sklearn.metrics._dist_metrics.DistanceMetric32.dist_csr sklearn.metrics._dist_metrics.DistanceMetric32.pdist sklearn.metrics._dist_metrics.DistanceMetric32.pdist_csr sklearn.metrics._dist_metrics.DistanceMetric32.rdist sklearn.metrics._dist_metrics.DistanceMetric32.rdist_csr sklearn.metrics._dist_metrics.EuclideanDistance sklearn.metrics._dist_metrics.EuclideanDistance32.__init__ sklearn.metrics._dist_metrics.HammingDistance sklearn.metrics._dist_metrics.HaversineDistance sklearn.metrics._dist_metrics.JaccardDistance sklearn.metrics._dist_metrics.KulsinskiDistance sklearn.metrics._dist_metrics.METRIC_MAPPING sklearn.metrics._dist_metrics.MahalanobisDistance sklearn.metrics._dist_metrics.MahalanobisDistance32.__init__ sklearn.metrics._dist_metrics.ManhattanDistance sklearn.metrics._dist_metrics.ManhattanDistance32.__init__ sklearn.metrics._dist_metrics.MatchingDistance sklearn.metrics._dist_metrics.MinkowskiDistance sklearn.metrics._dist_metrics.MinkowskiDistance32.__init__ sklearn.metrics._dist_metrics.PyFuncDistance sklearn.metrics._dist_metrics.PyFuncDistance32.__init__ sklearn.metrics._dist_metrics.RogersTanimotoDistance sklearn.metrics._dist_metrics.RussellRaoDistance sklearn.metrics._dist_metrics.SEuclideanDistance sklearn.metrics._dist_metrics.SEuclideanDistance32.__init__ sklearn.metrics._dist_metrics.SokalMichenerDistance sklearn.metrics._dist_metrics.SokalSneathDistance sklearn.metrics._dist_metrics.WMinkowskiDistance sklearn.metrics._dist_metrics.WMinkowskiDistance32 sklearn.metrics._pairwise_distances_reduction.BaseDistancesReductionDispatcher.is_usable_for sklearn.metrics._pairwise_distances_reduction._dispatcher.BaseDistancesReductionDispatcher.is_usable_for sklearn.metrics._plot.base sklearn.metrics._plot.precision_recall_curve.PrecisionRecallDisplay.__init__ sklearn.metrics._plot.precision_recall_curve.PrecisionRecallDisplay.from_estimator sklearn.metrics._plot.precision_recall_curve.PrecisionRecallDisplay.from_predictions sklearn.metrics._plot.precision_recall_curve.PrecisionRecallDisplay.plot sklearn.metrics._plot.roc_curve.RocCurveDisplay.from_estimator sklearn.metrics._plot.roc_curve.RocCurveDisplay.from_predictions sklearn.metrics._plot.roc_curve.RocCurveDisplay.plot sklearn.metrics._ranking.precision_recall_curve sklearn.metrics._regression.mean_squared_error sklearn.metrics._regression.mean_squared_log_error sklearn.metrics._scorer.SCORERS sklearn.metrics._scorer._BaseScorer.__init__ sklearn.metrics._scorer._SCORERS sklearn.metrics._scorer.check_scoring sklearn.metrics._scorer.make_scorer sklearn.metrics.brier_score_loss sklearn.metrics.check_scoring sklearn.metrics.cluster._supervised.contingency_matrix sklearn.metrics.cluster.contingency_matrix sklearn.metrics.log_loss sklearn.metrics.make_scorer sklearn.metrics.mean_squared_error sklearn.metrics.mean_squared_log_error sklearn.metrics.pairwise.DistanceMetric sklearn.metrics.pairwise.check_array sklearn.metrics.pairwise.check_pairwise_arrays sklearn.metrics.pairwise.manhattan_distances sklearn.metrics.pairwise.pairwise_distances sklearn.metrics.pairwise_distances sklearn.metrics.precision_recall_curve sklearn.model_selection.GridSearchCV.classes_ sklearn.model_selection.GridSearchCV.n_features_in_ sklearn.model_selection.GroupKFold.__init__ sklearn.model_selection.LearningCurveDisplay.plot sklearn.model_selection.RandomizedSearchCV.classes_ sklearn.model_selection.RandomizedSearchCV.n_features_in_ sklearn.model_selection.RepeatedStratifiedKFold.split sklearn.model_selection._classification_threshold.MutableMapping.pop sklearn.model_selection._classification_threshold.MutableMapping.setdefault sklearn.model_selection._classification_threshold.check_scoring sklearn.model_selection._classification_threshold.type_of_target sklearn.model_selection._plot.LearningCurveDisplay.plot sklearn.model_selection._search.BaseSearchCV.classes_ sklearn.model_selection._search.BaseSearchCV.inverse_transform sklearn.model_selection._search.BaseSearchCV.n_features_in_ sklearn.model_selection._search.GridSearchCV.classes_ sklearn.model_selection._search.GridSearchCV.n_features_in_ sklearn.model_selection._search.RandomizedSearchCV.classes_ sklearn.model_selection._search.RandomizedSearchCV.n_features_in_ sklearn.model_selection._search_successive_halving.BaseSuccessiveHalving.fit sklearn.model_selection._search_successive_halving.HalvingGridSearchCV.classes_ sklearn.model_selection._search_successive_halving.HalvingGridSearchCV.n_features_in_ sklearn.model_selection._search_successive_halving.HalvingRandomSearchCV.classes_ sklearn.model_selection._search_successive_halving.HalvingRandomSearchCV.n_features_in_ sklearn.model_selection._search_successive_halving._SubsampleMetaSplitter.split sklearn.model_selection._split.GroupKFold.__init__ sklearn.model_selection._split.RepeatedStratifiedKFold.split sklearn.model_selection._validation.cross_val_predict sklearn.model_selection._validation.cross_val_score sklearn.model_selection._validation.cross_validate sklearn.model_selection._validation.permutation_test_score sklearn.model_selection._validation.validation_curve sklearn.model_selection.cross_val_predict sklearn.model_selection.cross_val_score sklearn.model_selection.cross_validate sklearn.model_selection.permutation_test_score sklearn.model_selection.validation_curve sklearn.multiclass.euclidean_distances sklearn.multioutput.ClassifierChain.__init__ sklearn.multioutput.cross_val_predict sklearn.naive_bayes.BernoulliNB.__init__ sklearn.naive_bayes.CategoricalNB.__init__ sklearn.naive_bayes.ComplementNB.__init__ sklearn.naive_bayes.Hidden sklearn.naive_bayes.MultinomialNB.__init__ sklearn.naive_bayes.StrOptions sklearn.naive_bayes._BaseDiscreteNB.__init__ sklearn.neighbors.NearestCentroid.__init__ sklearn.neighbors.VALID_METRICS sklearn.neighbors.VALID_METRICS_SPARSE sklearn.neighbors._base.VALID_METRICS sklearn.neighbors._base.VALID_METRICS_SPARSE sklearn.neighbors._binary_tree sklearn.neighbors._nearest_centroid.NearestCentroid.__init__ sklearn.pipeline.FeatureUnion.__init__ sklearn.pipeline.Pipeline.__init__ sklearn.pipeline.Pipeline.inverse_transform sklearn.pipeline.check_pandas_support sklearn.pipeline.make_pipeline sklearn.preprocessing.KBinsDiscretizer.__init__ sklearn.preprocessing.KBinsDiscretizer.fit sklearn.preprocessing.KBinsDiscretizer.inverse_transform sklearn.preprocessing.KernelCenterer.__init__ sklearn.preprocessing.OneHotEncoder.__init__ sklearn.preprocessing.OrdinalEncoder.__init__ sklearn.preprocessing._data.KernelCenterer.__init__ sklearn.preprocessing._data.OneHotEncoder.__init__ sklearn.preprocessing._discretization.KBinsDiscretizer.__init__ sklearn.preprocessing._discretization.KBinsDiscretizer.fit sklearn.preprocessing._discretization.KBinsDiscretizer.inverse_transform sklearn.preprocessing._encoders.OneHotEncoder.__init__ sklearn.preprocessing._encoders.OrdinalEncoder.__init__ sklearn.random_projection.check_array sklearn.random_projection.sample_without_replacement sklearn.semi_supervised.SelfTrainingClassifier.__init__ sklearn.semi_supervised._self_training.SelfTrainingClassifier.__init__ sklearn.svm.LinearSVC.__init__ sklearn.svm.LinearSVR.__init__ sklearn.svm.NuSVC.coef_ sklearn.svm.NuSVC.n_support_ sklearn.svm.NuSVC.probA_ sklearn.svm.NuSVC.probB_ sklearn.svm.NuSVR.coef_ sklearn.svm.NuSVR.n_support_ sklearn.svm.OneClassSVM.coef_ sklearn.svm.OneClassSVM.n_support_ sklearn.svm.SVC.coef_ sklearn.svm.SVC.n_support_ sklearn.svm.SVC.probA_ sklearn.svm.SVC.probB_ sklearn.svm.SVR.coef_ sklearn.svm.SVR.n_support_ sklearn.svm._base.BaseLibSVM.n_support_ sklearn.svm._classes.LinearSVC.__init__ sklearn.svm._classes.LinearSVR.__init__ sklearn.svm._classes.NuSVC.coef_ sklearn.svm._classes.NuSVC.n_support_ sklearn.svm._classes.NuSVC.probA_ sklearn.svm._classes.NuSVC.probB_ sklearn.svm._classes.NuSVR.coef_ sklearn.svm._classes.NuSVR.n_support_ sklearn.svm._classes.OneClassSVM.coef_ sklearn.svm._classes.OneClassSVM.n_support_ sklearn.svm._classes.SVC.coef_ sklearn.svm._classes.SVC.n_support_ sklearn.svm._classes.SVC.probA_ sklearn.svm._classes.SVC.probB_ sklearn.svm._classes.SVR.coef_ sklearn.svm._classes.SVR.n_support_ sklearn.tests.random_seed sklearn.tree.BaseDecisionTree.__init__ sklearn.tree.BaseDecisionTree.fit sklearn.tree.DecisionTreeClassifier.__init__ sklearn.tree.DecisionTreeClassifier.feature_importances_ sklearn.tree.DecisionTreeRegressor.__init__ sklearn.tree.DecisionTreeRegressor.feature_importances_ sklearn.tree.ExtraTreeClassifier.__init__ sklearn.tree.ExtraTreeClassifier.feature_importances_ sklearn.tree.ExtraTreeRegressor.__init__ sklearn.tree.ExtraTreeRegressor.feature_importances_ sklearn.tree._classes.BaseDecisionTree.__init__ sklearn.tree._classes.BaseDecisionTree.fit sklearn.tree._classes.DOUBLE sklearn.tree._classes.DTYPE sklearn.tree._classes.DecisionTreeClassifier.__init__ sklearn.tree._classes.DecisionTreeClassifier.feature_importances_ sklearn.tree._classes.DecisionTreeRegressor.__init__ sklearn.tree._classes.DecisionTreeRegressor.feature_importances_ sklearn.tree._classes.ExtraTreeClassifier.__init__ sklearn.tree._classes.ExtraTreeClassifier.feature_importances_ sklearn.tree._classes.ExtraTreeRegressor.__init__ sklearn.tree._classes.ExtraTreeRegressor.feature_importances_ sklearn.tree._criterion.Criterion.children_impurity sklearn.tree._criterion.Criterion.impurity_improvement sklearn.tree._criterion.Criterion.init sklearn.tree._criterion.Criterion.node_impurity sklearn.tree._criterion.Criterion.node_value sklearn.tree._criterion.Criterion.proxy_impurity_improvement sklearn.tree._criterion.Criterion.reset sklearn.tree._criterion.Criterion.reverse_reset sklearn.tree._criterion.Criterion.update sklearn.tree._export.SENTINEL sklearn.tree._export.export_text sklearn.tree._reingold_tilford.DrawTree.lmost_sibling sklearn.tree._splitter.SplitRecord sklearn.tree._splitter.Splitter.init sklearn.tree._splitter.Splitter.node_impurity sklearn.tree._splitter.Splitter.node_reset sklearn.tree._splitter.Splitter.node_split sklearn.tree._splitter.Splitter.node_value sklearn.tree._tree.BestFirstTreeBuilder.build sklearn.tree._tree.DepthFirstTreeBuilder.build sklearn.tree._tree.Node sklearn.tree._tree.Tree.compute_feature_importances sklearn.tree._tree.TreeBuilder.build sklearn.tree.export_text sklearn.utils.IS_PYPY sklearn.utils._array_api.get_namespace sklearn.utils._encode.MissingValues.__new__ sklearn.utils._estimator_html_repr._CONTAINER_ID_COUNTER sklearn.utils._estimator_html_repr._ESTIMATOR_ID_COUNTER sklearn.utils._estimator_html_repr._VisualBlock.__init__ sklearn.utils._fast_dict.IntFloatDict.__init__ sklearn.utils._metadata_requests.COMPOSITE_METHODS sklearn.utils._metadata_requests.METHODS sklearn.utils._metadata_requests.SIMPLE_METHODS sklearn.utils._metadata_requests.VALID_REQUEST_VALUES sklearn.utils._mocking.CheckingClassifier.__init__ sklearn.utils._param_validation.generate_invalid_param_val sklearn.utils._param_validation.validate_params sklearn.utils._pprint._EstimatorPrettyPrinter._dispatch sklearn.utils._random.sample_without_replacement sklearn.utils._readonly_array_wrapper sklearn.utils._response.type_of_target sklearn.utils._seq_dataset.SequentialDataset32.next sklearn.utils._seq_dataset.SequentialDataset32.random sklearn.utils._seq_dataset.SequentialDataset32.shuffle sklearn.utils._seq_dataset.SequentialDataset64.next sklearn.utils._seq_dataset.SequentialDataset64.random sklearn.utils._seq_dataset.SequentialDataset64.shuffle sklearn.utils._testing.SkipTest sklearn.utils._testing.assert_approx_equal sklearn.utils._testing.assert_dict_equal sklearn.utils._testing.assert_no_warnings sklearn.utils._testing.assert_raise_message sklearn.utils._testing.assert_raises sklearn.utils._testing.assert_raises_regex sklearn.utils._testing.assert_raises_regexp sklearn.utils._testing.assert_run_python_script sklearn.utils._testing.create_memmap_backed_data sklearn.utils._testing.ignore_warnings sklearn.utils.as_float_array sklearn.utils.axis0_safe_slice sklearn.utils.check_X_y sklearn.utils.check_array sklearn.utils.check_matplotlib_support sklearn.utils.check_pandas_support sklearn.utils.class_weight.LabelEncoder sklearn.utils.column_or_1d sklearn.utils.compress sklearn.utils.contextmanager sklearn.utils.estimator_checks.BaseRandomProjection sklearn.utils.estimator_checks.IS_PYPY sklearn.utils.estimator_checks.LinearRegression sklearn.utils.estimator_checks.LogisticRegression sklearn.utils.estimator_checks.RANSACRegressor sklearn.utils.estimator_checks.REGRESSION_DATASET sklearn.utils.estimator_checks.Ridge sklearn.utils.estimator_checks.SGDRegressor sklearn.utils.estimator_checks.SelectFromModel sklearn.utils.estimator_checks.SelectKBest sklearn.utils.estimator_checks.SkipTest sklearn.utils.estimator_checks._NotAnArray.__array__ sklearn.utils.estimator_checks.assert_raise_message sklearn.utils.estimator_checks.check_class_weight_balanced_linear_classifier sklearn.utils.estimator_checks.check_classifier_multioutput sklearn.utils.estimator_checks.check_estimator sklearn.utils.estimator_checks.check_estimator_get_tags_default_keys sklearn.utils.estimator_checks.check_estimator_sparse_data sklearn.utils.estimator_checks.check_estimators_fit_returns_self sklearn.utils.estimator_checks.check_estimators_pickle sklearn.utils.estimator_checks.check_global_ouptut_transform_pandas sklearn.utils.estimator_checks.check_parameters_default_constructible sklearn.utils.estimator_checks.check_sample_weights_invariance sklearn.utils.estimator_checks.create_memmap_backed_data sklearn.utils.estimator_checks.generate_invalid_param_val sklearn.utils.estimator_checks.ignore_warnings sklearn.utils.estimator_checks.make_pipeline sklearn.utils.estimator_checks.pairwise_distances sklearn.utils.estimator_checks.parametrize_with_checks sklearn.utils.extmath.check_array sklearn.utils.extmath.density sklearn.utils.extmath.get_namespace sklearn.utils.extmath.log_logistic sklearn.utils.fixes.BSR_CONTAINERS sklearn.utils.fixes.COO_CONTAINERS sklearn.utils.fixes.CSC_CONTAINERS sklearn.utils.fixes.CSR_CONTAINERS sklearn.utils.fixes.DIA_CONTAINERS sklearn.utils.fixes.DOK_CONTAINERS sklearn.utils.fixes.LIL_CONTAINERS sklearn.utils.fixes.np_base_version sklearn.utils.fixes.np_version sklearn.utils.fixes.sp_base_version sklearn.utils.fixes.sp_version sklearn.utils.fixes.trapezoid sklearn.utils.get_chunk_n_rows sklearn.utils.get_config sklearn.utils.graph.pairwise_distances sklearn.utils.indices_to_mask sklearn.utils.is_scalar_nan sklearn.utils.islice sklearn.utils.issparse sklearn.utils.metaestimators.attrgetter sklearn.utils.multiclass.Sequence.index sklearn.utils.multiclass.check_array sklearn.utils.multiclass.dok_matrix sklearn.utils.multiclass.get_namespace sklearn.utils.multiclass.lil_matrix sklearn.utils.multiclass.type_of_target sklearn.utils.parallel_backend sklearn.utils.random.sample_without_replacement sklearn.utils.register_parallel_backend sklearn.utils.suppress sklearn.utils.validation.FLOAT_DTYPES sklearn.utils.validation.Parameter.__init__ sklearn.utils.validation.Parameter.empty sklearn.utils.validation.as_float_array sklearn.utils.validation.check_X_y sklearn.utils.validation.check_array sklearn.utils.validation.column_or_1d sklearn.utils.validation.get_namespace