Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | W | X | Y A all_estimators() (in module bipartite_learn.utils) apply() (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor method) auc_tpr_ppr() (in module bipartite_learn.metrics) B base_dir (bipartite_learn.datasets.BaseRemoteFileLoader attribute) (bipartite_learn.datasets.BipartiteDatasetLoader attribute) BaseBipartiteEstimator (class in bipartite_learn.base) BaseFileLoader (class in bipartite_learn.datasets) BaseMultipartiteEstimator (class in bipartite_learn.base) BaseMultipartiteSampler (class in bipartite_learn.base) BaseRemoteFileLoader (class in bipartite_learn.datasets) best_estimator_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) best_index_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) best_params_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) best_score_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) bipartite_learn module bipartite_learn.base module, [1] bipartite_learn.datasets module, [1] bipartite_learn.datasets.base module bipartite_learn.datasets.loader module bipartite_learn.ensemble module, [1] bipartite_learn.matrix_factorization module, [1] bipartite_learn.melter module, [1] bipartite_learn.metrics module, [1] bipartite_learn.model_selection module, [1] bipartite_learn.neighbors module, [1] bipartite_learn.pipeline module, [1] bipartite_learn.preprocessing module, [1] bipartite_learn.preprocessing.monopartite module, [1] bipartite_learn.preprocessing.multipartite module, [1] bipartite_learn.tree module, [1] bipartite_learn.utils module, [1] bipartite_learn.utils.discovery module bipartite_learn.wrappers module, [1] BipartiteDatasetLoader (class in bipartite_learn.datasets) BipartiteDecisionTreeClassifier (class in bipartite_learn.tree) BipartiteDecisionTreeRegressor (class in bipartite_learn.tree) BipartiteDecisionTreeRegressorSS (class in bipartite_learn.tree) BipartiteExtraTreeClassifier (class in bipartite_learn.tree) BipartiteExtraTreeRegressor (class in bipartite_learn.tree) BipartiteExtraTreesRegressor (class in bipartite_learn.ensemble) BipartiteExtraTreesRegressorSS (class in bipartite_learn.ensemble) BipartiteGradientBoostingClassifier (class in bipartite_learn.ensemble) BipartiteGradientBoostingRegressor (class in bipartite_learn.ensemble) BipartiteMelter (class in bipartite_learn.melter) BipartiteRandomForestRegressor (class in bipartite_learn.ensemble) BipartiteRandomForestRegressorSS (class in bipartite_learn.ensemble) C check_multipartite_params() (in module bipartite_learn.utils) checksum (bipartite_learn.datasets.BaseRemoteFileLoader attribute) classes_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.wrappers.GlobalSingleOutputWrapper property) (bipartite_learn.wrappers.LocalMultiOutputWrapper property) clear_local() (bipartite_learn.datasets.BaseRemoteFileLoader method) (bipartite_learn.datasets.BipartiteDatasetLoader method) cv_results_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) D decision_function() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) DecisionTreeClassifierSS (class in bipartite_learn.tree) DecisionTreeRegressorSS (class in bipartite_learn.tree) description (bipartite_learn.datasets.BaseFileLoader attribute) (bipartite_learn.datasets.BaseRemoteFileLoader attribute) (bipartite_learn.datasets.BipartiteDatasetLoader attribute) DNILMF (class in bipartite_learn.matrix_factorization) download() (bipartite_learn.datasets.BaseRemoteFileLoader method) (bipartite_learn.datasets.BipartiteDatasetLoader method) DTHybridSampler (class in bipartite_learn.preprocessing.multipartite) E enforce_positive_semidefiniteness() (in module bipartite_learn.preprocessing.monopartite) EnzymesLoader (class in bipartite_learn.datasets) estimator_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) estimators_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) ExtraTreeClassifierSS (class in bipartite_learn.tree) ExtraTreeRegressorSS (class in bipartite_learn.tree) ExtraTreesRegressorSS (class in bipartite_learn.ensemble) F feature_importances_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.DecisionTreeRegressorSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeRegressorSS attribute) feature_names_in_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.DecisionTreeRegressorSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeRegressorSS attribute) (bipartite_learn.wrappers.GlobalSingleOutputWrapper property) (bipartite_learn.wrappers.LocalMultiOutputWrapper property) filepath (bipartite_learn.datasets.BaseRemoteFileLoader attribute) (bipartite_learn.datasets.BipartiteDatasetLoader attribute) fit() (bipartite_learn.matrix_factorization.DNILMF method) (bipartite_learn.matrix_factorization.NRLMF method) (bipartite_learn.neighbors.WeightedNeighborsRegressor method) (bipartite_learn.preprocessing.monopartite.PositiveSemidefiniteEnforcer method) (bipartite_learn.preprocessing.monopartite.SimilarityDistanceSwitcher method) (bipartite_learn.tree.BipartiteDecisionTreeClassifier method) (bipartite_learn.tree.BipartiteDecisionTreeRegressor method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) (bipartite_learn.wrappers.MultipartiteTransformerWrapper method) fit_predict() (bipartite_learn.matrix_factorization.DNILMF method) (bipartite_learn.matrix_factorization.NRLMF method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) fit_resample() (bipartite_learn.base.BaseMultipartiteSampler method) fit_transform() (bipartite_learn.preprocessing.monopartite.PositiveSemidefiniteEnforcer method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.MultipartiteTransformerWrapper method) G get_data_home() (in module bipartite_learn.datasets) get_description() (bipartite_learn.datasets.BaseFileLoader method) get_n_splits() (bipartite_learn.model_selection.MultipartiteCrossValidator method) GlobalSingleOutputWrapper (class in bipartite_learn.wrappers) GPCRLoader (class in bipartite_learn.datasets) H hash_function (bipartite_learn.datasets.BaseRemoteFileLoader attribute) I init_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) inverse_transform() (bipartite_learn.preprocessing.monopartite.SimilarityDistanceSwitcher method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) IonChannelsLoader (class in bipartite_learn.datasets) L load() (bipartite_learn.datasets.BaseFileLoader method) (bipartite_learn.datasets.BaseRemoteFileLoader method) (bipartite_learn.datasets.BipartiteDatasetLoader method) load_local() (bipartite_learn.datasets.BaseRemoteFileLoader method) (bipartite_learn.datasets.BipartiteDatasetLoader method) local_path (bipartite_learn.datasets.BaseFileLoader property) (bipartite_learn.datasets.BaseRemoteFileLoader property) LocalMultiOutputWrapper (class in bipartite_learn.wrappers) loss_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) M make_multipartite_pipeline() (in module bipartite_learn.pipeline) make_multipartite_train_test_splitter() (in module bipartite_learn.model_selection) max_col_features_ (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) max_features_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.DecisionTreeRegressorSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeRegressorSS attribute) max_row_features_ (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) melt_multipartite_dataset() (in module bipartite_learn.melter) module bipartite_learn bipartite_learn.base, [1] bipartite_learn.datasets, [1] bipartite_learn.datasets.base bipartite_learn.datasets.loader bipartite_learn.ensemble, [1] bipartite_learn.matrix_factorization, [1] bipartite_learn.melter, [1] bipartite_learn.metrics, [1] bipartite_learn.model_selection, [1] bipartite_learn.neighbors, [1] bipartite_learn.pipeline, [1] bipartite_learn.preprocessing, [1] bipartite_learn.preprocessing.monopartite, [1] bipartite_learn.preprocessing.multipartite, [1] bipartite_learn.tree, [1] bipartite_learn.utils, [1] bipartite_learn.utils.discovery bipartite_learn.wrappers, [1] multimetric_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) multipartite_cross_validate() (in module bipartite_learn.model_selection) MultipartiteCrossValidator (class in bipartite_learn.model_selection) MultipartiteGridSearchCV (class in bipartite_learn.model_selection) MultipartiteRandomizedSearchCV (class in bipartite_learn.model_selection) MultipartiteSamplerMixin (class in bipartite_learn.base) MultipartiteSamplerWrapper (class in bipartite_learn.wrappers) MultipartiteTransformerMixin (class in bipartite_learn.base) MultipartiteTransformerWrapper (class in bipartite_learn.wrappers) N n_classes_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) n_col_features_in_ (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) n_estimators_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) n_features_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) n_features_in_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.DecisionTreeRegressorSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeRegressorSS attribute) (bipartite_learn.wrappers.GlobalSingleOutputWrapper property) (bipartite_learn.wrappers.LocalMultiOutputWrapper property) n_outputs_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.DecisionTreeRegressorSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeRegressorSS attribute) n_row_features_in_ (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) n_splits_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) nearest_positive_semidefinite() (in module bipartite_learn.preprocessing.monopartite) NRLMF (class in bipartite_learn.matrix_factorization) NuclearReceptorsLoader (class in bipartite_learn.datasets) O oob_improvement_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) oob_prediction_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) oob_score_ (bipartite_learn.ensemble.BipartiteExtraTreesRegressor attribute) (bipartite_learn.ensemble.BipartiteRandomForestRegressor attribute) P PositiveSemidefiniteEnforcer (class in bipartite_learn.preprocessing.monopartite) predict() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor method) (bipartite_learn.matrix_factorization.DNILMF method) (bipartite_learn.matrix_factorization.NRLMF method) (bipartite_learn.neighbors.WeightedNeighborsRegressor method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) predict_log_proba() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) predict_proba() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) (bipartite_learn.tree.BipartiteDecisionTreeClassifier method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) primary_cols_estimator_ (bipartite_learn.wrappers.LocalMultiOutputWrapper attribute) primary_rows_estimator_ (bipartite_learn.wrappers.LocalMultiOutputWrapper attribute) R RandomForestRegressorSS (class in bipartite_learn.ensemble) rebase_dir() (bipartite_learn.datasets.BaseRemoteFileLoader method) refit_time_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) row_cartesian_product() (in module bipartite_learn.melter) S sampling_strategy (bipartite_learn.base.BaseMultipartiteSampler attribute) score() (bipartite_learn.base.BaseMultipartiteEstimator method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.LocalMultiOutputWrapper method) score_samples() (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) scorer_ (bipartite_learn.model_selection.MultipartiteGridSearchCV attribute) (bipartite_learn.model_selection.MultipartiteRandomizedSearchCV attribute) secondary_cols_estimator_ (bipartite_learn.wrappers.LocalMultiOutputWrapper attribute) secondary_rows_estimator_ (bipartite_learn.wrappers.LocalMultiOutputWrapper attribute) set_base_dir() (bipartite_learn.datasets.BaseRemoteFileLoader method) (bipartite_learn.datasets.BipartiteDatasetLoader method) set_description() (bipartite_learn.datasets.BaseFileLoader method) (bipartite_learn.datasets.BaseRemoteFileLoader method) SimilarityDistanceSwitcher (class in bipartite_learn.preprocessing.monopartite) split() (bipartite_learn.model_selection.MultipartiteCrossValidator method) staged_decision_function() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) staged_predict() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor method) staged_predict_proba() (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier method) SymmetryEnforcer (class in bipartite_learn.preprocessing.monopartite) T TargetKernelDiffuser (class in bipartite_learn.preprocessing.monopartite) TargetKernelLinearCombiner (class in bipartite_learn.preprocessing.monopartite) tpr_ppr_curve() (in module bipartite_learn.metrics) train_score_ (bipartite_learn.ensemble.BipartiteGradientBoostingClassifier attribute) (bipartite_learn.ensemble.BipartiteGradientBoostingRegressor attribute) transform() (bipartite_learn.preprocessing.monopartite.SimilarityDistanceSwitcher method) (bipartite_learn.wrappers.GlobalSingleOutputWrapper method) (bipartite_learn.wrappers.MultipartiteTransformerWrapper method) tree_ (bipartite_learn.tree.BipartiteDecisionTreeClassifier attribute) (bipartite_learn.tree.BipartiteDecisionTreeRegressor attribute) (bipartite_learn.tree.BipartiteExtraTreeClassifier attribute) (bipartite_learn.tree.BipartiteExtraTreeRegressor attribute) (bipartite_learn.tree.DecisionTreeClassifierSS attribute) (bipartite_learn.tree.DecisionTreeRegressorSS attribute) (bipartite_learn.tree.ExtraTreeClassifierSS attribute) (bipartite_learn.tree.ExtraTreeRegressorSS attribute) W WeightedNeighborsRegressor (class in bipartite_learn.neighbors) X X_loader (bipartite_learn.datasets.BipartiteDatasetLoader attribute) Y y_loader (bipartite_learn.datasets.BipartiteDatasetLoader attribute)