Index

A

AbstractVisitorMeta (class in lale.util.VisitorMeta) accept() (in module lale.util.Visitor) accumulateDiscoveredEnumsToPythonEnums() (in module lale.schema2enums) accuracy_and_disparate_impact() (in module lale.lib.aif360.util) accuracy_score() (in module lale.lib.rasl.metrics) AdaBoostClassifier (class in lale.lib.sklearn.ada_boost_classifier) AdaBoostRegressor (class in lale.lib.sklearn.ada_boost_regressor) ADASYN (class in lale.lib.imblearn.adasyn) add_missing_values() (in module lale.helpers) add_schema() (in module lale.datasets.data_schemas) add_schema_adjusting_n_rows() (in module lale.datasets.data_schemas) add_schemas() (in module lale.datasets.openml.openml_datasets) add_sub_space() (in module lale.search.schema2search_space) add_table_name() (in module lale.datasets.data_schemas) addDictAsFields() (in module lale.schema2enums) AdditiveChi2Sampler (class in lale.lib.autogen.additive_chi2_sampler) addSchemaEnumsAsFields() (in module lale.schema2enums) addSearchSpaceGrid() (in module lale.search.lale_smac) addSearchSpaceGrids() (in module lale.search.lale_smac) AdversarialDebiasing (class in lale.lib.aif360.adversarial_debiasing) Aggregate (class in lale.lib.rasl.aggregate) Alias (class in lale.lib.rasl.alias) AllKNN (class in lale.lib.imblearn.all_knn) AllOf (class in lale.schemas) always_validate_schema() (in module lale.type_checking) AnyOf (class in lale.schemas) append_batch() (in module lale.helpers) apply() (lale.lib.lale.time_series_transformer.CorrelationMatrix method) (lale.lib.lale.time_series_transformer.Eigenvalues method) (lale.lib.lale.time_series_transformer.FFT method) (lale.lib.lale.time_series_transformer.FFTWithTimeFreqCorrelation method) (lale.lib.lale.time_series_transformer.FreqCorrelation method) (lale.lib.lale.time_series_transformer.Log10 method) (lale.lib.lale.time_series_transformer.Magnitude method) (lale.lib.lale.time_series_transformer.Pipeline method) (lale.lib.lale.time_series_transformer.Resample method) (lale.lib.lale.time_series_transformer.Slice method) (lale.lib.lale.time_series_transformer.StandardizeFirst method) (lale.lib.lale.time_series_transformer.StandardizeLast method) (lale.lib.lale.time_series_transformer.TimeCorrelation method)

ARDRegression (class in lale.lib.autogen.ard_regression) are_hyperparameters_equal() (in module lale.helpers) arff_data_loader() (in module lale.lib.rasl.datasets) arg_name() (in module lale.helpers) arity (lale.lib.rasl.task_graphs.Prio attribute) (lale.lib.rasl.task_graphs.PrioBatch attribute) (lale.lib.rasl.task_graphs.PrioResourceAware attribute) (lale.lib.rasl.task_graphs.PrioStep attribute) Array (class in lale.schemas) array_single_expr_() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) array_single_str_() (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) asc() (in module lale.expressions) asEnumValues() (lale.search.PGO.FrequencyDistribution class method) asFloatValues() (lale.search.PGO.FrequencyDistribution class method) asFreqs() (in module lale.search.schema2search_space) asIntegerValues() (lale.search.PGO.FrequencyDistribution class method) assignee_name() (in module lale.helpers) astype() (in module lale.expressions) atomize_schema_enumerations() (in module lale.schema_utils) auto_configure() (lale.operators.PlannedIndividualOp method) (lale.operators.PlannedOperator method) (lale.operators.PlannedPipeline method) auto_gbt() (in module lale.lib.lale.auto_pipeline) auto_prep() (in module lale.lib.lale.auto_pipeline) AutoPipeline (class in lale.lib.lale.auto_pipeline) average_odds_difference() (in module lale.lib.aif360.util)

B

BaggingClassifier (class in lale.lib.sklearn.bagging_classifier) BaggingOrbisClassifier (class in lale.lib.aif360.bagging_orbis_classifier) BaggingRegressor (class in lale.lib.sklearn.bagging_regressor) balanced_accuracy_and_disparate_impact() (in module lale.lib.aif360.util) balanced_accuracy_score() (in module lale.lib.rasl.metrics) base (lale.search.schema2search_space.FreqsWrapper attribute) BasePipeline (class in lale.operators) batch_priority() (lale.lib.rasl.task_graphs.Prio method) BatchDataDict (class in lale.util.batch_data_dictionary_dataset) BatchedBaggingClassifier (class in lale.lib.rasl.batched_bagging_classifier) BatchedTreeEnsembleClassifier (class in lale.lib.snapml.batched_tree_ensemble_classifier)

BatchedTreeEnsembleRegressor (class in lale.lib.snapml.batched_tree_ensemble_regressor) Batching (class in lale.lib.rasl.batching) BayesianRidge (class in lale.lib.autogen.bayesian_ridge) BernoulliNB (class in lale.lib.autogen.bernoulli_nb) BernoulliRBM (class in lale.lib.autogen.bernoulli_rbm) Binarizer (class in lale.lib.autogen.binarizer) Birch (class in lale.lib.autogen.birch) Bool (class in lale.schemas) BorderlineSMOTE (class in lale.lib.imblearn.borderline_smote) boston_housing_df() (in module lale.datasets.sklearn_to_pandas) Both (class in lale.lib.lale.both) bottom() (lale.lib.rasl.task_graphs.Prio method)

C

CalibratedClassifierCV (class in lale.lib.autogen.calibrated_classifier_cv) CalibratedEqOddsPostprocessing (class in lale.lib.aif360.calibrated_eq_odds_postprocessing) california_housing_df() (in module lale.datasets.sklearn_to_pandas) categorical (class in lale.lib.rasl.functions) categorical_column (class in lale.lib.rasl.functions) CCA (class in lale.lib.autogen.cca) check_operators_schema() (in module lale.schema_utils) class_name() (lale.operators.IndividualOp method) (lale.operators.Operator method) classes_ (lale.operators.Operator property) clone() (lale.operators.Operator method) clone_op() (in module lale.operators) coef_ (lale.operators.Operator property) collect_set() (in module lale.expressions) ColumnMonoidFactory (class in lale.lib.rasl.functions) ColumnSelector (class in lale.lib.rasl.functions) ColumnTransformer (class in lale.lib.sklearn.column_transformer) combine() (lale.lib.rasl.functions.DictMonoid method) (lale.lib.rasl.monoid.Monoid method) (lale.lib.rasl.scores.FOnewayData method) ComplementNB (class in lale.lib.autogen.complement_nb) ConcatFeatures (class in lale.lib.rasl.concat_features) CondensedNearestNeighbour (class in lale.lib.imblearn.condensed_nearest_neighbour)

Convert (class in lale.lib.rasl.convert) convert_to_trained() (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) CorrelationMatrix (class in lale.lib.lale.time_series_transformer) count() (in module lale.expressions) (in module lale.lib.dataframe) count_distinct_column (class in lale.lib.rasl.functions) count_fairness_groups() (in module lale.lib.aif360.util) covtype_df() (in module lale.datasets.sklearn_to_pandas) create_data_loader() (in module lale.helpers) create_individual_op_using_reflection() (in module lale.helpers) create_instance_from_hyperopt_search_space() (in module lale.helpers) cross_val_score() (in module lale.helpers) (in module lale.lib.rasl.task_graphs) cross_val_score_track_trials() (in module lale.helpers) cross_validate() (in module lale.lib.rasl.task_graphs) csr_matrix_to_schema() (in module lale.datasets.data_schemas) csv_data_loader() (in module lale.lib.rasl.datasets) cumulative_freqs (lale.search.PGO.FrequencyDistribution attribute) customize_schema() (in module lale.operators) (lale.operators.PlannedIndividualOp method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainedIndividualOp method)

D

data (lale.lib.lale.time_series_transformer.seizure_type_data attribute) data_schema (lale.search.schema2search_space.SearchSpaceOperatorVisitor attribute) data_to_json() (in module lale.helpers) dataframe_to_schema() (in module lale.datasets.data_schemas) DataFrameWithSchema (class in lale.datasets.data_schemas) dataset_to_pandas() (in module lale.lib.aif360.util) date_time (class in lale.lib.rasl.functions) day_of_month() (in module lale.expressions) day_of_week() (in module lale.expressions) day_of_year() (in module lale.expressions) decision_function() (lale.lib.autogen.linear_discriminant_analysis.LinearDiscriminantAnalysis method) (lale.lib.autogen.logistic_regression_cv.LogisticRegressionCV method) (lale.lib.autogen.nu_svc.NuSVC method) (lale.lib.autogen.perceptron.Perceptron method) (lale.lib.autogen.ridge_classifier_cv.RidgeClassifierCV method) (lale.lib.imblearn.adasyn.ADASYN method) (lale.lib.imblearn.all_knn.AllKNN method) (lale.lib.imblearn.borderline_smote.BorderlineSMOTE method) (lale.lib.imblearn.condensed_nearest_neighbour.CondensedNearestNeighbour method) (lale.lib.imblearn.edited_nearest_neighbours.EditedNearestNeighbours method) (lale.lib.imblearn.instance_hardness_threshold.InstanceHardnessThreshold method) (lale.lib.imblearn.random_over_sampler.RandomOverSampler method) (lale.lib.imblearn.random_under_sampler.RandomUnderSampler method) (lale.lib.imblearn.repeated_edited_nearest_neighbours.RepeatedEditedNearestNeighbours method) (lale.lib.imblearn.smote.SMOTE method) (lale.lib.imblearn.smoteenn.SMOTEENN method) (lale.lib.imblearn.smoten.SMOTEN method) (lale.lib.imblearn.smotenc.SMOTENC method) (lale.lib.imblearn.svm_smote.SVMSMOTE method) (lale.lib.sklearn.ada_boost_classifier.AdaBoostClassifier method) (lale.lib.sklearn.bagging_classifier.BaggingClassifier method) (lale.lib.sklearn.gradient_boosting_classifier.GradientBoostingClassifier method) (lale.lib.sklearn.isolation_forest.IsolationForest method) (lale.lib.sklearn.linear_svc.LinearSVC method) (lale.lib.sklearn.logistic_regression.LogisticRegression method) (lale.lib.sklearn.passive_aggressive_classifier.PassiveAggressiveClassifier method) (lale.lib.sklearn.perceptron.Perceptron method) (lale.lib.sklearn.quadratic_discriminant_analysis.QuadraticDiscriminantAnalysis method) (lale.lib.sklearn.rfe.RFE method) (lale.lib.sklearn.ridge_classifier.RidgeClassifier method) (lale.lib.sklearn.sgd_classifier.SGDClassifier method) (lale.lib.sklearn.stacking_classifier.StackingClassifier method) (lale.lib.sklearn.svc.SVC method) (lale.lib.snapml.snap_svm_classifier.SnapSVMClassifier method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method)

DecisionTreeClassifier (class in lale.lib.sklearn.decision_tree_classifier) DecisionTreeRegressor (class in lale.lib.sklearn.decision_tree_regressor) decls (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor attribute) default() (lale.search.search_space.SearchSpace method) DefaultValue (class in lale.search.PGO) defaultVisit() (lale.util.Visitor.Visitor method) desc() (in module lale.expressions) dict_without() (in module lale.helpers) DictionaryLearning (class in lale.lib.autogen.dictionary_learning) DictMonoid (class in lale.lib.rasl.functions) diff() (lale.operators.Operator method) (lale.schema_ranges.SchemaRange method) difference() (lale.schema_simplifier.set_with_str_for_keys method) digits_df() (in module lale.datasets.sklearn_to_pandas) DiscoveredEnums (class in lale.schema2enums) discoveredEnumsToPythonEnums() (in module lale.schema2enums) discrete (lale.search.search_space.SearchSpaceNumber attribute) disparate_impact() (in module lale.lib.aif360.util) DisparateImpactRemover (class in lale.lib.aif360.disparate_impact_remover) distinct_count() (in module lale.expressions) distribution (lale.search.search_space.SearchSpaceNumber attribute) documentation_url() (lale.operators.IndividualOp method) download() (in module lale.datasets.uci.uci_datasets) download_if_missing() (in module lale.datasets.openml.openml_datasets) dtype_to_schema() (in module lale.datasets.data_schemas) DummyClassifier (class in lale.lib.sklearn.dummy_classifier) DummyRegressor (class in lale.lib.sklearn.dummy_regressor)

E

edges() (lale.operators.BasePipeline method) EditedNearestNeighbours (class in lale.lib.imblearn.edited_nearest_neighbours) Eigenvalues (class in lale.lib.lale.time_series_transformer) ElasticNet (class in lale.lib.autogen.elastic_net) ElasticNetCV (class in lale.lib.autogen.elastic_net_cv) Enum (class in lale.schemas) enum (lale.operators.IndividualOp property) enumValues() (in module lale.schema_simplifier)

EqOddsPostprocessing (class in lale.lib.aif360.eq_odds_postprocessing) equal_opportunity_difference() (in module lale.lib.aif360.util) exclusiveMaximum (lale.search.search_space.SearchSpaceNumber attribute) exclusiveMinumum (lale.search.search_space.SearchSpaceNumber attribute) export_to_sklearn_pipeline() (lale.operators.BasePipeline method) Expr (class in lale.expressions) expr (lale.expressions.Expr property) ExtraTreesClassifier (class in lale.lib.sklearn.extra_trees_classifier) ExtraTreesRegressor (class in lale.lib.sklearn.extra_trees_regressor)

F

f1_and_disparate_impact() (in module lale.lib.aif360.util) f1_score() (in module lale.lib.rasl.metrics) FactorAnalysis (class in lale.lib.autogen.factor_analysis) fair_stratified_train_test_split() (in module lale.lib.aif360.util) FairStratifiedKFold (class in lale.lib.aif360.util) FakeNone (class in lale.search.lale_smac) FastICA (class in lale.lib.autogen.fast_ica) FClassif (class in lale.lib.rasl.scores) feature_importances_ (lale.operators.Operator property) FeatureAgglomeration (class in lale.lib.sklearn.feature_agglomeration) fetch() (in module lale.datasets.openml.openml_datasets) fetch_adult_df() (in module lale.lib.aif360.datasets) fetch_bank_df() (in module lale.lib.aif360.datasets) fetch_compas_df() (in module lale.lib.aif360.datasets) fetch_compas_violent_df() (in module lale.lib.aif360.datasets) fetch_creditg_df() (in module lale.lib.aif360.datasets) fetch_creditg_multitable_dataset() (in module lale.datasets.multitable.fetch_datasets) fetch_default_credit_df() (in module lale.lib.aif360.datasets) fetch_drugslib() (in module lale.datasets.uci.uci_datasets) fetch_fairness_dbs() (in module lale.datasets.prefetch) fetch_go_sales_dataset() (in module lale.datasets.multitable.fetch_datasets) fetch_heart_disease_df() (in module lale.lib.aif360.datasets) fetch_household_power_consumption() (in module lale.datasets.uci.uci_datasets) fetch_imdb_dataset() (in module lale.datasets.multitable.fetch_datasets) fetch_law_school_df() (in module lale.lib.aif360.datasets) fetch_meps_panel19_fy2015_df() (in module lale.lib.aif360.datasets) fetch_meps_panel20_fy2015_df() (in module lale.lib.aif360.datasets) fetch_meps_panel21_fy2016_df() (in module lale.lib.aif360.datasets) fetch_nlsy_df() (in module lale.lib.aif360.datasets) fetch_nursery_df() (in module lale.lib.aif360.datasets) fetch_ricci_df() (in module lale.lib.aif360.datasets) fetch_speeddating_df() (in module lale.lib.aif360.datasets) fetch_student_math_df() (in module lale.lib.aif360.datasets) fetch_student_por_df() (in module lale.lib.aif360.datasets) fetch_tae_df() (in module lale.lib.aif360.datasets) fetch_titanic_df() (in module lale.lib.aif360.datasets) fetch_us_crime_df() (in module lale.lib.aif360.datasets) FFT (class in lale.lib.lale.time_series_transformer) FFTWithTimeFreqCorrelation (class in lale.lib.lale.time_series_transformer) Filter (class in lale.lib.rasl.filter) filter_isnan() (in module lale.lib.rasl.functions) filter_isnotnan() (in module lale.lib.rasl.functions) filter_isnotnull() (in module lale.lib.rasl.functions) filter_isnull() (in module lale.lib.rasl.functions) filterForOptimizer() (in module lale.schema_simplifier) find_lale_wrapper() (in module lale.helpers) findRelevantFields() (in module lale.schema_simplifier) first() (in module lale.expressions) fit() (lale.lib.aif360.adversarial_debiasing.AdversarialDebiasing method) (lale.lib.aif360.bagging_orbis_classifier.BaggingOrbisClassifier method) (lale.lib.aif360.calibrated_eq_odds_postprocessing.CalibratedEqOddsPostprocessing method) (lale.lib.aif360.disparate_impact_remover.DisparateImpactRemover method) (lale.lib.aif360.eq_odds_postprocessing.EqOddsPostprocessing method) (lale.lib.aif360.gerry_fair_classifier.GerryFairClassifier method) (lale.lib.aif360.lfr.LFR method) (lale.lib.aif360.meta_fair_classifier.MetaFairClassifier method) (lale.lib.aif360.optim_preproc.OptimPreproc method) (lale.lib.aif360.orbis.Orbis method) (lale.lib.aif360.prejudice_remover.PrejudiceRemover method) (lale.lib.aif360.redacting.Redacting method) (lale.lib.aif360.reject_option_classification.RejectOptionClassification method) (lale.lib.aif360.reweighing.Reweighing method) (lale.lib.autogen.additive_chi2_sampler.AdditiveChi2Sampler method) (lale.lib.autogen.ard_regression.ARDRegression method) (lale.lib.autogen.bayesian_ridge.BayesianRidge method) (lale.lib.autogen.bernoulli_nb.BernoulliNB method) (lale.lib.autogen.bernoulli_rbm.BernoulliRBM method) (lale.lib.autogen.binarizer.Binarizer method) (lale.lib.autogen.birch.Birch method) (lale.lib.autogen.calibrated_classifier_cv.CalibratedClassifierCV method) (lale.lib.autogen.cca.CCA method) (lale.lib.autogen.complement_nb.ComplementNB method) (lale.lib.autogen.dictionary_learning.DictionaryLearning method) (lale.lib.autogen.elastic_net.ElasticNet method) (lale.lib.autogen.elastic_net_cv.ElasticNetCV method) (lale.lib.autogen.factor_analysis.FactorAnalysis method) (lale.lib.autogen.fast_ica.FastICA method) (lale.lib.autogen.gaussian_process_classifier.GaussianProcessClassifier method) (lale.lib.autogen.gaussian_process_regressor.GaussianProcessRegressor method) (lale.lib.autogen.gaussian_random_projection.GaussianRandomProjection method) (lale.lib.autogen.huber_regressor.HuberRegressor method) (lale.lib.autogen.incremental_pca.IncrementalPCA method) (lale.lib.autogen.k_bins_discretizer.KBinsDiscretizer method) (lale.lib.autogen.kernel_pca.KernelPCA method) (lale.lib.autogen.kernel_ridge.KernelRidge method) (lale.lib.autogen.label_binarizer.LabelBinarizer method) (lale.lib.autogen.label_encoder.LabelEncoder method) (lale.lib.autogen.label_propagation.LabelPropagation method) (lale.lib.autogen.label_spreading.LabelSpreading method) (lale.lib.autogen.lars.Lars method) (lale.lib.autogen.lars_cv.LarsCV method) (lale.lib.autogen.lasso.Lasso method) (lale.lib.autogen.lasso_cv.LassoCV method) (lale.lib.autogen.lasso_lars.LassoLars method) (lale.lib.autogen.lasso_lars_cv.LassoLarsCV method) (lale.lib.autogen.lasso_lars_ic.LassoLarsIC method) (lale.lib.autogen.latent_dirichlet_allocation.LatentDirichletAllocation method) (lale.lib.autogen.linear_discriminant_analysis.LinearDiscriminantAnalysis method) (lale.lib.autogen.locally_linear_embedding.LocallyLinearEmbedding method) (lale.lib.autogen.logistic_regression_cv.LogisticRegressionCV method) (lale.lib.autogen.max_abs_scaler.MaxAbsScaler method) (lale.lib.autogen.mini_batch_dictionary_learning.MiniBatchDictionaryLearning method) (lale.lib.autogen.mini_batch_k_means.MiniBatchKMeans method) (lale.lib.autogen.mini_batch_sparse_pca.MiniBatchSparsePCA method) (lale.lib.autogen.mlp_regressor.MLPRegressor method) (lale.lib.autogen.multi_label_binarizer.MultiLabelBinarizer method) (lale.lib.autogen.multi_task_elastic_net.MultiTaskElasticNet method) (lale.lib.autogen.multi_task_elastic_net_cv.MultiTaskElasticNetCV method) (lale.lib.autogen.multi_task_lasso.MultiTaskLasso method) (lale.lib.autogen.multi_task_lasso_cv.MultiTaskLassoCV method) (lale.lib.autogen.nearest_centroid.NearestCentroid method) (lale.lib.autogen.nu_svc.NuSVC method) (lale.lib.autogen.nu_svr.NuSVR method) (lale.lib.autogen.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (lale.lib.autogen.orthogonal_matching_pursuit_cv.OrthogonalMatchingPursuitCV method) (lale.lib.autogen.passive_aggressive_regressor.PassiveAggressiveRegressor method) (lale.lib.autogen.perceptron.Perceptron method) (lale.lib.autogen.pls_canonical.PLSCanonical method) (lale.lib.autogen.pls_regression.PLSRegression method) (lale.lib.autogen.plssvd.PLSSVD method) (lale.lib.autogen.power_transformer.PowerTransformer method) (lale.lib.autogen.radius_neighbors_classifier.RadiusNeighborsClassifier method) (lale.lib.autogen.radius_neighbors_regressor.RadiusNeighborsRegressor method) (lale.lib.autogen.random_trees_embedding.RandomTreesEmbedding method) (lale.lib.autogen.ransac_regressor.RANSACRegressor method) (lale.lib.autogen.rbf_sampler.RBFSampler method) (lale.lib.autogen.ridge_classifier_cv.RidgeClassifierCV method) (lale.lib.autogen.ridge_cv.RidgeCV method) (lale.lib.autogen.skewed_chi2_sampler.SkewedChi2Sampler method) (lale.lib.autogen.sparse_pca.SparsePCA method) (lale.lib.autogen.sparse_random_projection.SparseRandomProjection method) (lale.lib.autogen.theil_sen_regressor.TheilSenRegressor method) (lale.lib.autogen.transformed_target_regressor.TransformedTargetRegressor method) (lale.lib.autogen.truncated_svd.TruncatedSVD method) (lale.lib.category_encoders.hashing_encoder.HashingEncoder method) (lale.lib.category_encoders.target_encoder.TargetEncoder method) (lale.lib.imblearn.adasyn.ADASYN method) (lale.lib.imblearn.all_knn.AllKNN method) (lale.lib.imblearn.borderline_smote.BorderlineSMOTE method) (lale.lib.imblearn.condensed_nearest_neighbour.CondensedNearestNeighbour method) (lale.lib.imblearn.edited_nearest_neighbours.EditedNearestNeighbours method) (lale.lib.imblearn.instance_hardness_threshold.InstanceHardnessThreshold method) (lale.lib.imblearn.random_over_sampler.RandomOverSampler method) (lale.lib.imblearn.random_under_sampler.RandomUnderSampler method) (lale.lib.imblearn.repeated_edited_nearest_neighbours.RepeatedEditedNearestNeighbours method) (lale.lib.imblearn.smote.SMOTE method) (lale.lib.imblearn.smoteenn.SMOTEENN method) (lale.lib.imblearn.smoten.SMOTEN method) (lale.lib.imblearn.smotenc.SMOTENC method) (lale.lib.imblearn.svm_smote.SVMSMOTE method) (lale.lib.lale.auto_pipeline.AutoPipeline method) (lale.lib.lale.both.Both method) (lale.lib.lale.grid_search_cv.GridSearchCV method) (lale.lib.lale.halving_grid_search_cv.HalvingGridSearchCV method) (lale.lib.lale.hyperopt.Hyperopt method) (lale.lib.lale.identity_wrapper.IdentityWrapper method) (lale.lib.lale.observing.Observing method) (lale.lib.lale.optimize_last.OptimizeLast method) (lale.lib.lale.optimize_suffix.OptimizeSuffix method) (lale.lib.lale.smac.SMAC method) (lale.lib.lale.topk_voting_classifier.TopKVotingClassifier method) (lale.lib.lightgbm.lgbm_classifier.LGBMClassifier method) (lale.lib.lightgbm.lgbm_regressor.LGBMRegressor method) (lale.lib.rasl.batched_bagging_classifier.BatchedBaggingClassifier method) (lale.lib.rasl.batching.Batching method) (lale.lib.rasl.hashing_encoder.HashingEncoder method) (lale.lib.rasl.map.Map method) (lale.lib.rasl.min_max_scaler.MinMaxScaler method) (lale.lib.rasl.monoid.MonoidableOperator method) (lale.lib.rasl.one_hot_encoder.OneHotEncoder method) (lale.lib.rasl.ordinal_encoder.OrdinalEncoder method) (lale.lib.rasl.project.Project method) (lale.lib.rasl.relational.Relational method) (lale.lib.rasl.select_k_best.SelectKBest method) (lale.lib.rasl.simple_imputer.SimpleImputer method) (lale.lib.rasl.standard_scaler.StandardScaler method) (lale.lib.rasl.target_encoder.TargetEncoder method) (lale.lib.sklearn.ada_boost_classifier.AdaBoostClassifier method) (lale.lib.sklearn.ada_boost_regressor.AdaBoostRegressor method) (lale.lib.sklearn.bagging_classifier.BaggingClassifier method) (lale.lib.sklearn.bagging_regressor.BaggingRegressor method) (lale.lib.sklearn.column_transformer.ColumnTransformer method) (lale.lib.sklearn.decision_tree_classifier.DecisionTreeClassifier method) (lale.lib.sklearn.decision_tree_regressor.DecisionTreeRegressor method) (lale.lib.sklearn.dummy_classifier.DummyClassifier method) (lale.lib.sklearn.dummy_regressor.DummyRegressor method) (lale.lib.sklearn.extra_trees_classifier.ExtraTreesClassifier method) (lale.lib.sklearn.extra_trees_regressor.ExtraTreesRegressor method) (lale.lib.sklearn.feature_agglomeration.FeatureAgglomeration method) (lale.lib.sklearn.function_transformer.FunctionTransformer method) (lale.lib.sklearn.gaussian_nb.GaussianNB method) (lale.lib.sklearn.gradient_boosting_classifier.GradientBoostingClassifier method) (lale.lib.sklearn.gradient_boosting_regressor.GradientBoostingRegressor method) (lale.lib.sklearn.isolation_forest.IsolationForest method) (lale.lib.sklearn.isomap.Isomap method) (lale.lib.sklearn.k_means.KMeans method) (lale.lib.sklearn.k_neighbors_classifier.KNeighborsClassifier method) (lale.lib.sklearn.k_neighbors_regressor.KNeighborsRegressor method) (lale.lib.sklearn.linear_regression.LinearRegression method) (lale.lib.sklearn.linear_svc.LinearSVC method) (lale.lib.sklearn.linear_svr.LinearSVR method) (lale.lib.sklearn.logistic_regression.LogisticRegression method) (lale.lib.sklearn.min_max_scaler.MinMaxScaler method) (lale.lib.sklearn.missing_indicator.MissingIndicator method) (lale.lib.sklearn.mlp_classifier.MLPClassifier method) (lale.lib.sklearn.multi_output_regressor.MultiOutputRegressor method) (lale.lib.sklearn.multinomial_nb.MultinomialNB method) (lale.lib.sklearn.nmf.NMF method) (lale.lib.sklearn.normalizer.Normalizer method) (lale.lib.sklearn.nystroem.Nystroem method) (lale.lib.sklearn.one_hot_encoder.OneHotEncoder method) (lale.lib.sklearn.ordinal_encoder.OrdinalEncoder method) (lale.lib.sklearn.passive_aggressive_classifier.PassiveAggressiveClassifier method) (lale.lib.sklearn.pca.PCA method) (lale.lib.sklearn.perceptron.Perceptron method) (lale.lib.sklearn.pipeline.Pipeline method) (lale.lib.sklearn.polynomial_features.PolynomialFeatures method) (lale.lib.sklearn.quadratic_discriminant_analysis.QuadraticDiscriminantAnalysis method) (lale.lib.sklearn.quantile_transformer.QuantileTransformer method) (lale.lib.sklearn.random_forest_classifier.RandomForestClassifier method) (lale.lib.sklearn.random_forest_regressor.RandomForestRegressor method) (lale.lib.sklearn.rfe.RFE method) (lale.lib.sklearn.ridge.Ridge method) (lale.lib.sklearn.ridge_classifier.RidgeClassifier method) (lale.lib.sklearn.robust_scaler.RobustScaler method) (lale.lib.sklearn.select_k_best.SelectKBest method) (lale.lib.sklearn.sgd_classifier.SGDClassifier method) (lale.lib.sklearn.sgd_regressor.SGDRegressor method) (lale.lib.sklearn.simple_imputer.SimpleImputer method) (lale.lib.sklearn.stacking_classifier.StackingClassifier method) (lale.lib.sklearn.stacking_regressor.StackingRegressor method) (lale.lib.sklearn.standard_scaler.StandardScaler method) (lale.lib.sklearn.svc.SVC method) (lale.lib.sklearn.svr.SVR method) (lale.lib.sklearn.target_encoder.TargetEncoder method) (lale.lib.sklearn.tfidf_vectorizer.TfidfVectorizer method) (lale.lib.sklearn.variance_threshold.VarianceThreshold method) (lale.lib.sklearn.voting_classifier.VotingClassifier method) (lale.lib.sklearn.voting_regressor.VotingRegressor method) (lale.lib.snapml.batched_tree_ensemble_classifier.BatchedTreeEnsembleClassifier method) (lale.lib.snapml.batched_tree_ensemble_regressor.BatchedTreeEnsembleRegressor method) (lale.lib.snapml.snap_boosting_machine_classifier.SnapBoostingMachineClassifier method) (lale.lib.snapml.snap_boosting_machine_regressor.SnapBoostingMachineRegressor method) (lale.lib.snapml.snap_decision_tree_classifier.SnapDecisionTreeClassifier method) (lale.lib.snapml.snap_decision_tree_regressor.SnapDecisionTreeRegressor method) (lale.lib.snapml.snap_linear_regression.SnapLinearRegression method) (lale.lib.snapml.snap_logistic_regression.SnapLogisticRegression method) (lale.lib.snapml.snap_random_forest_classifier.SnapRandomForestClassifier method) (lale.lib.snapml.snap_random_forest_regressor.SnapRandomForestRegressor method) (lale.lib.snapml.snap_svm_classifier.SnapSVMClassifier method) (lale.lib.xgboost.xgb_classifier.XGBClassifier method) (lale.lib.xgboost.xgb_regressor.XGBRegressor method) (lale.operators.OperatorChoice method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainableOperator method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method)

fit_transform() (lale.operators.TrainableOperator method) fit_with_batches() (in module lale.lib.rasl.task_graphs) fixupDegenerateSearchSpaces() (lale.search.search_space_grid.SearchSpaceToGridVisitor class method) Float (class in lale.schemas) focused_path_string() (lale.search.search_space.SearchSpace class method) fold_schema() (in module lale.helpers) FOnewayData (class in lale.lib.rasl.scores) forOptimizer() (in module lale.schema_utils) forward_metadata() (in module lale.datasets.data_schemas) free_hyperparams() (lale.operators.PlannedIndividualOp method) (lale.operators.TrainableIndividualOp method) freeze_trainable() (lale.operators.PlannedIndividualOp method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainableOperator method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedPipeline method) freeze_trained() (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) freq_dist (lale.search.PGO.FrequencyDistribution attribute) FreqCorrelation (class in lale.lib.lale.time_series_transformer) freqs_wrapper_lookup() (in module lale.search.schema2search_space) freqsAsEnumValues() (in module lale.search.PGO) freqsAsFloatValues() (in module lale.search.PGO) freqsAsIntegerValues() (in module lale.search.PGO) FreqsWrapper (class in lale.search.schema2search_space) FrequencyDistribution (class in lale.search.PGO) from_json() (in module lale.json_operator) from_monoid() (lale.lib.rasl.functions.categorical_column method) (lale.lib.rasl.functions.ColumnMonoidFactory method) (lale.lib.rasl.functions.count_distinct_column method) (lale.lib.rasl.monoid.MonoidFactory method) (lale.lib.rasl.scores.FClassif method) fromSchema() (lale.schema_ranges.SchemaRange class method) fromSchemaForOptimizer() (lale.schema_ranges.SchemaRange class method) frozen_hyperparams() (lale.operators.IndividualOp method) FunctionTransformer (class in lale.lib.sklearn.function_transformer)

G

GaussianNB (class in lale.lib.sklearn.gaussian_nb) GaussianProcessClassifier (class in lale.lib.autogen.gaussian_process_classifier) GaussianProcessRegressor (class in lale.lib.autogen.gaussian_process_regressor) GaussianRandomProjection (class in lale.lib.autogen.gaussian_random_projection) GenSym (class in lale.helpers) GerryFairClassifier (class in lale.lib.aif360.gerry_fair_classifier) get_available_estimators() (in module lale.operators) get_available_operators() (in module lale.operators) get_available_transformers() (in module lale.operators) get_column_factory() (in module lale.lib.rasl.project) get_columns() (in module lale.lib.dataframe) get_data() (lale.util.hdf5_to_torch_dataset.HDF5TorchDataset method) (lale.util.numpy_to_torch_dataset.NumpyTorchDataset method) (lale.util.numpy_torch_dataset.NumpyTorchDataset method) (lale.util.pandas_to_torch_dataset.PandasTorchDataset method) (lale.util.pandas_torch_dataset.PandasTorchDataset method) get_data_from_csv() (in module lale.datasets.multitable.fetch_datasets) get_default() (in module lale.search.schema2search_space) get_default_schema() (in module lale.type_checking) get_defaults() (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method) get_defaults_as_param_grid() (in module lale.search.lale_grid_search_cv) get_estimator_param_name_from_hyperparams() (in module lale.helpers) get_forwards() (lale.operators.IndividualOp method) (lale.operators.Operator method) get_grid_search_parameter_grids() (in module lale.search.lale_grid_search_cv) get_hyperparam_defaults() (in module lale.type_checking) get_hyperparam_names() (in module lale.type_checking) get_index_name() (in module lale.datasets.data_schemas) get_index_names() (in module lale.datasets.data_schemas) get_indexed_spaces() (lale.search.search_space.SearchSpaceProduct method) get_lale_gridsearchcv_op() (in module lale.search.lale_grid_search_cv) get_lale_wrapper_modules() (in module lale.operator_wrapper) get_last() (lale.operators.BasePipeline method) get_lib_schemas() (in module lale.operators) get_message_str() (lale.search.schema2search_space.OperatorSchemaError method) (lale.search.search_space.SearchSpaceError method) (lale.util.VisitorPathError.VisitorPathError method) get_n_splits() (lale.lib.aif360.util.FairStratifiedKFold method) get_name() (lale.lib.lale.time_series_transformer.CorrelationMatrix method) (lale.lib.lale.time_series_transformer.Eigenvalues method) (lale.lib.lale.time_series_transformer.FFT method) (lale.lib.lale.time_series_transformer.FFTWithTimeFreqCorrelation method) (lale.lib.lale.time_series_transformer.FreqCorrelation method) (lale.lib.lale.time_series_transformer.Log10 method) (lale.lib.lale.time_series_transformer.Magnitude method) (lale.lib.lale.time_series_transformer.Pipeline method) (lale.lib.lale.time_series_transformer.Resample method) (lale.lib.lale.time_series_transformer.Slice method) (lale.lib.lale.time_series_transformer.StandardizeFirst method) (lale.lib.lale.time_series_transformer.StandardizeLast method) (lale.lib.lale.time_series_transformer.TimeCorrelation method)

get_name_and_index() (in module lale.helpers) get_op_from_lale_lib() (in module lale.operators) get_param_dist() (lale.operators.IndividualOp method) (lale.operators.Operator method) get_param_ranges() (lale.operators.IndividualOp method) (lale.operators.Operator method) get_parameter_grids() (in module lale.search.lale_grid_search_cv) get_params() (lale.grammar.Grammar method) (lale.grammar.NonTerminal method) (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method) get_pipeline() (lale.operators.TrainableIndividualOp method) (lale.operators.TrainedIndividualOp method) get_schema() (lale.operators.IndividualOp method) get_scorer() (in module lale.lib.rasl.metrics) get_search_space_grids() (in module lale.search.search_space_grid) get_sklearn_estimator_name() (in module lale.helpers) get_smac_space() (in module lale.search.lale_smac) get_table_name() (in module lale.datasets.data_schemas) get_tags() (lale.operators.IndividualOp method) get_unique_name() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) get_unique_variable_name() (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) getExclusiveMaximum() (in module lale.schema_utils) getExclusiveMinimum() (in module lale.schema_utils) getForOptimizer() (in module lale.schema_utils) getInclusiveMax() (lale.search.search_space.SearchSpaceNumber method) getInclusiveMin() (lale.search.search_space.SearchSpaceNumber method) getMaximum() (in module lale.schema_utils) getMinimum() (in module lale.schema_utils) GradientBoostingClassifier (class in lale.lib.sklearn.gradient_boosting_classifier) GradientBoostingRegressor (class in lale.lib.sklearn.gradient_boosting_regressor) Grammar (class in lale.grammar) GridSearchCV (class in lale.lib.lale.grid_search_cv) gridsearchcv_grid_to_string() (in module lale.search.lale_grid_search_cv) gridsearchcv_grids_to_string() (in module lale.search.lale_grid_search_cv) GroupBy (class in lale.lib.rasl.group_by)

H

HalvingGridSearchCV (class in lale.lib.lale.halving_grid_search_cv) has_data_constraints() (in module lale.type_checking) has_method() (lale.operators.IndividualOp method) has_operator() (in module lale.schema_utils) has_schema() (lale.operators.IndividualOp method) has_tag() (lale.operators.IndividualOp method) hasAllOperatorSchemas() (in module lale.schema_simplifier) hasAnyOperatorSchemas() (in module lale.schema_simplifier) hash() (in module lale.expressions) hash_mod() (in module lale.expressions) HashingEncoder (class in lale.lib.category_encoders.hashing_encoder) (class in lale.lib.rasl.hashing_encoder)

HDF5TorchDataset (class in lale.util.hdf5_to_torch_dataset) hour() (in module lale.expressions) hp_grids_to_smac_cs() (in module lale.search.lale_smac) HPValuetoGSValue() (in module lale.search.lale_grid_search_cv) HPValuetoSMAC() (in module lale.search.lale_smac) HuberRegressor (class in lale.lib.autogen.huber_regressor) Hyperopt (class in lale.lib.lale.hyperopt) hyperopt_search_space() (in module lale.search.op2hp) hyperparam_schema() (lale.operators.IndividualOp method) hyperparams() (lale.operators.IndividualOp method) hyperparams_all() (lale.operators.IndividualOp method) hyperparams_to_string() (in module lale.pretty_print)

I

identity() (in module lale.expressions) IdentityWrapper (class in lale.lib.lale.identity_wrapper) impl (lale.operators.IndividualOp property) impl_class (lale.operators.IndividualOp property) import_from_sklearn() (in module lale.helpers) import_from_sklearn_pipeline() (in module lale.helpers) impossible() (in module lale.schema_simplifier) IncrementalPCA (class in lale.lib.autogen.incremental_pca) index_name (lale.datasets.data_schemas.SparkDataFrameWithIndex property) index_names (lale.datasets.data_schemas.SparkDataFrameWithIndex property) IndividualOp (class in lale.operators) input_schema_decision_function() (lale.operators.IndividualOp method) input_schema_fit() (lale.grammar.Grammar method) (lale.grammar.NonTerminal method) (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method) (lale.operators.TrainableIndividualOp method) input_schema_partial_fit() (lale.operators.IndividualOp method) input_schema_predict() (lale.operators.IndividualOp method) input_schema_predict_log_proba() (lale.operators.IndividualOp method) input_schema_predict_proba() (lale.operators.IndividualOp method) input_schema_score_samples() (lale.operators.IndividualOp method) input_schema_transform() (lale.operators.IndividualOp method) input_schema_transform_X_y() (lale.operators.IndividualOp method) InstanceHardnessThreshold (class in lale.lib.imblearn.instance_hardness_threshold) instantiate_from_hyperopt_search_space() (in module lale.helpers) Int (class in lale.schemas) intersection() (lale.schema_simplifier.set_with_str_for_keys method) ipython_display() (in module lale.pretty_print) is_absorbing (lale.lib.rasl.functions.DictMonoid property) (lale.lib.rasl.monoid.Monoid property) is_associative() (in module lale.lib.rasl.task_graphs) is_classifier() (lale.grammar.Grammar method) (lale.grammar.NonTerminal method) (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method)

is_empty() (lale.schema_ranges.SchemaRange method) is_empty2() (lale.schema_ranges.SchemaRange class method) is_empty_dict() (in module lale.helpers) is_false_schema() (in module lale.schema_utils) is_frozen_trainable() (lale.operators.Operator method) (lale.operators.OperatorChoice method) (lale.operators.PlannedIndividualOp method) (lale.operators.PlannedPipeline method) is_frozen_trained() (lale.operators.Operator method) (lale.operators.PlannedPipeline method) (lale.operators.TrainedIndividualOp method) is_incremental() (in module lale.lib.rasl.task_graphs) is_lale_any_schema() (in module lale.schema_utils) is_liac_arff() (in module lale.datasets.data_schemas) is_list_tensor() (in module lale.datasets.data_schemas) is_numeric_structure() (in module lale.helpers) is_pretrained() (in module lale.lib.rasl.task_graphs) is_regressor() (lale.operators.IndividualOp method) is_schema() (in module lale.type_checking) is_subschema() (in module lale.type_checking) is_supervised() (lale.grammar.Grammar method) (lale.grammar.NonTerminal method) (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method) is_transformer() (lale.operators.IndividualOp method) (lale.operators.TrainableOperator method) (lale.operators.TrainablePipeline method) is_true_schema() (in module lale.schema_utils) isForOptimizer() (in module lale.schema_utils) isnan() (in module lale.expressions) isnotnan() (in module lale.expressions) isnotnull() (in module lale.expressions) isnull() (in module lale.expressions) IsolationForest (class in lale.lib.sklearn.isolation_forest) Isomap (class in lale.lib.sklearn.isomap) ite() (in module lale.expressions) item() (in module lale.expressions) items() (lale.search.search_space.SearchSpaceArray method)

J

Join (class in lale.lib.rasl.join) join_schemas() (in module lale.type_checking) JSON (class in lale.schemas) json_lookup() (in module lale.helpers)

json_op_kind() (in module lale.json_operator) json_to_graphviz() (in module lale.visualize) json_to_string() (in module lale.pretty_print) JsonSchemaToSearchSpaceHelper() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method)

K

KBinsDiscretizer (class in lale.lib.autogen.k_bins_discretizer) KernelPCA (class in lale.lib.autogen.kernel_pca) KernelRidge (class in lale.lib.autogen.kernel_ridge)

KMeans (class in lale.lib.sklearn.k_means) KNeighborsClassifier (class in lale.lib.sklearn.k_neighbors_classifier) KNeighborsRegressor (class in lale.lib.sklearn.k_neighbors_regressor)

L

LabelBinarizer (class in lale.lib.autogen.label_binarizer) LabelEncoder (class in lale.lib.autogen.label_encoder) LabelPropagation (class in lale.lib.autogen.label_propagation) LabelSpreading (class in lale.lib.autogen.label_spreading) lale module lale.datasets module lale.datasets.data_schemas module lale.datasets.movie_review module lale.datasets.multitable module lale.datasets.multitable.fetch_datasets module lale.datasets.multitable.util module lale.datasets.openml module lale.datasets.openml.openml_datasets module lale.datasets.prefetch module lale.datasets.sklearn_to_pandas module lale.datasets.uci module lale.datasets.uci.uci_datasets module lale.datasets.util module lale.docstrings module lale.expressions module lale.grammar module lale.helpers module lale.json_operator module lale.lib module lale.lib.aif360 module lale.lib.aif360.adversarial_debiasing module lale.lib.aif360.bagging_orbis_classifier module lale.lib.aif360.calibrated_eq_odds_postprocessing module lale.lib.aif360.datasets module lale.lib.aif360.disparate_impact_remover module lale.lib.aif360.eq_odds_postprocessing module lale.lib.aif360.gerry_fair_classifier module lale.lib.aif360.lfr module lale.lib.aif360.meta_fair_classifier module lale.lib.aif360.optim_preproc module lale.lib.aif360.orbis module lale.lib.aif360.prejudice_remover module lale.lib.aif360.protected_attributes_encoder module lale.lib.aif360.redacting module lale.lib.aif360.reject_option_classification module lale.lib.aif360.reweighing module lale.lib.aif360.util module lale.lib.autogen module lale.lib.autogen.additive_chi2_sampler module lale.lib.autogen.ard_regression module lale.lib.autogen.bayesian_ridge module lale.lib.autogen.bernoulli_nb module lale.lib.autogen.bernoulli_rbm module lale.lib.autogen.binarizer module lale.lib.autogen.birch module lale.lib.autogen.calibrated_classifier_cv module lale.lib.autogen.cca module lale.lib.autogen.complement_nb module lale.lib.autogen.dictionary_learning module lale.lib.autogen.elastic_net module lale.lib.autogen.elastic_net_cv module lale.lib.autogen.factor_analysis module lale.lib.autogen.fast_ica module lale.lib.autogen.gaussian_process_classifier module lale.lib.autogen.gaussian_process_regressor module lale.lib.autogen.gaussian_random_projection module lale.lib.autogen.huber_regressor module lale.lib.autogen.incremental_pca module lale.lib.autogen.k_bins_discretizer module lale.lib.autogen.kernel_pca module lale.lib.autogen.kernel_ridge module lale.lib.autogen.label_binarizer module lale.lib.autogen.label_encoder module lale.lib.autogen.label_propagation module lale.lib.autogen.label_spreading module lale.lib.autogen.lars module lale.lib.autogen.lars_cv module lale.lib.autogen.lasso module lale.lib.autogen.lasso_cv module lale.lib.autogen.lasso_lars module lale.lib.autogen.lasso_lars_cv module lale.lib.autogen.lasso_lars_ic module lale.lib.autogen.latent_dirichlet_allocation module lale.lib.autogen.linear_discriminant_analysis module lale.lib.autogen.locally_linear_embedding module lale.lib.autogen.logistic_regression_cv module lale.lib.autogen.max_abs_scaler module lale.lib.autogen.mini_batch_dictionary_learning module lale.lib.autogen.mini_batch_k_means module lale.lib.autogen.mini_batch_sparse_pca module lale.lib.autogen.mlp_regressor module lale.lib.autogen.multi_label_binarizer module lale.lib.autogen.multi_task_elastic_net module lale.lib.autogen.multi_task_elastic_net_cv module lale.lib.autogen.multi_task_lasso module lale.lib.autogen.multi_task_lasso_cv module lale.lib.autogen.nearest_centroid module lale.lib.autogen.nu_svc module lale.lib.autogen.nu_svr module lale.lib.autogen.orthogonal_matching_pursuit module lale.lib.autogen.orthogonal_matching_pursuit_cv module lale.lib.autogen.passive_aggressive_regressor module lale.lib.autogen.perceptron module lale.lib.autogen.pls_canonical module lale.lib.autogen.pls_regression module lale.lib.autogen.plssvd module lale.lib.autogen.power_transformer module lale.lib.autogen.radius_neighbors_classifier module lale.lib.autogen.radius_neighbors_regressor module lale.lib.autogen.random_trees_embedding module lale.lib.autogen.ransac_regressor module lale.lib.autogen.rbf_sampler module lale.lib.autogen.ridge_classifier_cv module lale.lib.autogen.ridge_cv module lale.lib.autogen.skewed_chi2_sampler module lale.lib.autogen.sparse_pca module lale.lib.autogen.sparse_random_projection module lale.lib.autogen.theil_sen_regressor module lale.lib.autogen.transformed_target_regressor module lale.lib.autogen.truncated_svd module lale.lib.category_encoders module lale.lib.category_encoders.hashing_encoder module lale.lib.category_encoders.target_encoder module lale.lib.dataframe module lale.lib.imblearn module lale.lib.imblearn.adasyn module lale.lib.imblearn.all_knn module lale.lib.imblearn.base_resampler module lale.lib.imblearn.borderline_smote module lale.lib.imblearn.condensed_nearest_neighbour module lale.lib.imblearn.edited_nearest_neighbours module lale.lib.imblearn.instance_hardness_threshold module lale.lib.imblearn.random_over_sampler module lale.lib.imblearn.random_under_sampler module lale.lib.imblearn.repeated_edited_nearest_neighbours module lale.lib.imblearn.smote module lale.lib.imblearn.smoteenn module lale.lib.imblearn.smoten module lale.lib.imblearn.smotenc module lale.lib.imblearn.svm_smote module lale.lib.lale module lale.lib.lale.auto_pipeline module lale.lib.lale.both module lale.lib.lale.concat_features module lale.lib.lale.grid_search_cv module lale.lib.lale.halving_grid_search_cv module lale.lib.lale.hyperopt module lale.lib.lale.identity_wrapper module lale.lib.lale.no_op module lale.lib.lale.observing module lale.lib.lale.optimize_last module lale.lib.lale.optimize_suffix module lale.lib.lale.sample_based_voting module lale.lib.lale.smac module lale.lib.lale.tee module lale.lib.lale.time_series_transformer module lale.lib.lale.topk_voting_classifier module lale.lib.lightgbm module lale.lib.lightgbm.lgbm_classifier module lale.lib.lightgbm.lgbm_regressor module lale.lib.rasl module lale.lib.rasl.aggregate module lale.lib.rasl.alias module

lale.lib.rasl.batched_bagging_classifier module lale.lib.rasl.batching module lale.lib.rasl.concat_features module lale.lib.rasl.convert module lale.lib.rasl.datasets module lale.lib.rasl.filter module lale.lib.rasl.functions module lale.lib.rasl.group_by module lale.lib.rasl.hashing_encoder module lale.lib.rasl.join module lale.lib.rasl.map module lale.lib.rasl.metrics module lale.lib.rasl.min_max_scaler module lale.lib.rasl.monoid module lale.lib.rasl.one_hot_encoder module lale.lib.rasl.orderby module lale.lib.rasl.ordinal_encoder module lale.lib.rasl.project module lale.lib.rasl.relational module lale.lib.rasl.scan module lale.lib.rasl.scores module lale.lib.rasl.select_k_best module lale.lib.rasl.simple_imputer module lale.lib.rasl.sort_index module lale.lib.rasl.spark_explainer module lale.lib.rasl.split_xy module lale.lib.rasl.standard_scaler module lale.lib.rasl.target_encoder module lale.lib.rasl.task_graphs module lale.lib.sklearn module lale.lib.sklearn.ada_boost_classifier module lale.lib.sklearn.ada_boost_regressor module lale.lib.sklearn.bagging_classifier module lale.lib.sklearn.bagging_regressor module lale.lib.sklearn.column_transformer module lale.lib.sklearn.decision_tree_classifier module lale.lib.sklearn.decision_tree_regressor module lale.lib.sklearn.dummy_classifier module lale.lib.sklearn.dummy_regressor module lale.lib.sklearn.extra_trees_classifier module lale.lib.sklearn.extra_trees_regressor module lale.lib.sklearn.feature_agglomeration module lale.lib.sklearn.fit_spec_proxy module lale.lib.sklearn.function_transformer module lale.lib.sklearn.gaussian_nb module lale.lib.sklearn.gradient_boosting_classifier module lale.lib.sklearn.gradient_boosting_regressor module lale.lib.sklearn.isolation_forest module lale.lib.sklearn.isomap module lale.lib.sklearn.k_means module lale.lib.sklearn.k_neighbors_classifier module lale.lib.sklearn.k_neighbors_regressor module lale.lib.sklearn.linear_regression module lale.lib.sklearn.linear_svc module lale.lib.sklearn.linear_svr module lale.lib.sklearn.logistic_regression module lale.lib.sklearn.min_max_scaler module lale.lib.sklearn.missing_indicator module lale.lib.sklearn.mlp_classifier module lale.lib.sklearn.multi_output_regressor module lale.lib.sklearn.multinomial_nb module lale.lib.sklearn.nmf module lale.lib.sklearn.normalizer module lale.lib.sklearn.nystroem module lale.lib.sklearn.one_hot_encoder module lale.lib.sklearn.ordinal_encoder module lale.lib.sklearn.passive_aggressive_classifier module lale.lib.sklearn.pca module lale.lib.sklearn.perceptron module lale.lib.sklearn.pipeline module lale.lib.sklearn.polynomial_features module lale.lib.sklearn.quadratic_discriminant_analysis module lale.lib.sklearn.quantile_transformer module lale.lib.sklearn.random_forest_classifier module lale.lib.sklearn.random_forest_regressor module lale.lib.sklearn.rfe module lale.lib.sklearn.ridge module lale.lib.sklearn.ridge_classifier module lale.lib.sklearn.robust_scaler module lale.lib.sklearn.select_k_best module lale.lib.sklearn.sgd_classifier module lale.lib.sklearn.sgd_regressor module lale.lib.sklearn.simple_imputer module lale.lib.sklearn.stacking_classifier module lale.lib.sklearn.stacking_regressor module lale.lib.sklearn.stacking_utils module lale.lib.sklearn.standard_scaler module lale.lib.sklearn.svc module lale.lib.sklearn.svr module lale.lib.sklearn.target_encoder module lale.lib.sklearn.tfidf_vectorizer module lale.lib.sklearn.variance_threshold module lale.lib.sklearn.voting_classifier module lale.lib.sklearn.voting_regressor module lale.lib.snapml module lale.lib.snapml.batched_tree_ensemble_classifier module lale.lib.snapml.batched_tree_ensemble_regressor module lale.lib.snapml.snap_boosting_machine_classifier module lale.lib.snapml.snap_boosting_machine_regressor module lale.lib.snapml.snap_decision_tree_classifier module lale.lib.snapml.snap_decision_tree_regressor module lale.lib.snapml.snap_linear_regression module lale.lib.snapml.snap_logistic_regression module lale.lib.snapml.snap_random_forest_classifier module lale.lib.snapml.snap_random_forest_regressor module lale.lib.snapml.snap_svm_classifier module lale.lib.xgboost module lale.lib.xgboost.xgb_classifier module lale.lib.xgboost.xgb_regressor module lale.operator_wrapper module lale.operators module lale.pretty_print module lale.schema2enums module lale.schema_ranges module lale.schema_simplifier module lale.schema_utils module lale.schemas module lale.search module lale.search.lale_grid_search_cv module lale.search.lale_hyperopt module lale.search.lale_smac module lale.search.op2hp module lale.search.PGO module lale.search.schema2search_space module lale.search.search_space module lale.search.search_space_grid module lale.settings module lale.sklearn_compat module lale.type_checking module lale.util module lale.util.batch_data_dictionary_dataset module lale.util.hdf5_to_torch_dataset module lale.util.numpy_to_torch_dataset module lale.util.numpy_torch_dataset module lale.util.pandas_to_torch_dataset module lale.util.pandas_torch_dataset module lale.util.Visitor module lale.util.VisitorMeta module lale.util.VisitorPathError module lale.visualize module lale_op_smac_tae() (in module lale.search.lale_smac) lale_trainable_op_from_config() (in module lale.search.lale_smac) Lars (class in lale.lib.autogen.lars) LarsCV (class in lale.lib.autogen.lars_cv) Lasso (class in lale.lib.autogen.lasso) LassoCV (class in lale.lib.autogen.lasso_cv) LassoLars (class in lale.lib.autogen.lasso_lars) LassoLarsCV (class in lale.lib.autogen.lasso_lars_cv) LassoLarsIC (class in lale.lib.autogen.lasso_lars_ic) LatentDirichletAllocation (class in lale.lib.autogen.latent_dirichlet_allocation) LFR (class in lale.lib.aif360.lfr) LGBMClassifier (class in lale.lib.lightgbm.lgbm_classifier) LGBMRegressor (class in lale.lib.lightgbm.lgbm_regressor) liac_arff_to_schema() (in module lale.datasets.data_schemas) liftAllOf() (in module lale.schema_simplifier) liftAnyOf() (in module lale.schema_simplifier) LinearDiscriminantAnalysis (class in lale.lib.autogen.linear_discriminant_analysis) LinearRegression (class in lale.lib.sklearn.linear_regression) LinearSVC (class in lale.lib.sklearn.linear_svc) LinearSVR (class in lale.lib.sklearn.linear_svr) list_tensor_to_schema() (in module lale.datasets.data_schemas) list_tensor_to_shape_and_dtype() (in module lale.datasets.data_schemas) load_boston() (in module lale.datasets.util) load_iris_df() (in module lale.datasets.sklearn_to_pandas) load_movie_review() (in module lale.datasets.movie_review) load_pgo_data() (in module lale.search.PGO) load_pgo_file() (in module lale.search.PGO) LocallyLinearEmbedding (class in lale.lib.autogen.locally_linear_embedding) Log10 (class in lale.lib.lale.time_series_transformer) LoggingObserver (class in lale.lib.lale.observing) LogisticRegression (class in lale.lib.sklearn.logistic_regression) LogisticRegressionCV (class in lale.lib.autogen.logistic_regression_cv)

M

Magnitude (class in lale.lib.lale.time_series_transformer) main() (in module lale.datasets.prefetch) make_array_index_name() (in module lale.helpers) make_categorical_column (class in lale.lib.rasl.functions) make_choice() (in module lale.operators) make_degen_indexed_name() (in module lale.helpers) make_indexed_name() (in module lale.helpers) make_nested_hyperopt() (in module lale.search.lale_hyperopt) make_nested_hyperopt_space() (in module lale.helpers) make_operator() (in module lale.operators) make_optional_schema() (in module lale.datasets.data_schemas) make_pipeline() (in module lale.operators) make_pipeline_graph() (in module lale.operators) make_pretrained_operator() (in module lale.operators) make_series_concat() (in module lale.lib.dataframe) make_series_distinct() (in module lale.lib.dataframe) make_sklearn_compat() (in module lale.sklearn_compat) make_union() (in module lale.operators) make_union_no_concat() (in module lale.operators) makeAllOf() (in module lale.schema_utils) makeAnyOf() (in module lale.schema_utils) makeOneOf() (in module lale.schema_utils) makeSingleton_() (in module lale.schema_utils) Map (class in lale.lib.rasl.map) max() (in module lale.expressions) MAX_FIX_DEPTH (lale.operators.IndividualOp attribute) MAX_FIX_SUGGESTIONS (lale.operators.IndividualOp attribute) max_gap_to_cutoff() (in module lale.expressions) MaxAbsScaler (class in lale.lib.autogen.max_abs_scaler) maximum (lale.search.search_space.SearchSpaceNumber attribute) mean() (in module lale.expressions) median() (in module lale.expressions) MetaFairClassifier (class in lale.lib.aif360.meta_fair_classifier) MetricMonoidFactory (class in lale.lib.rasl.metrics) min() (in module lale.expressions) MiniBatchDictionaryLearning (class in lale.lib.autogen.mini_batch_dictionary_learning) MiniBatchKMeans (class in lale.lib.autogen.mini_batch_k_means) MiniBatchSparsePCA (class in lale.lib.autogen.mini_batch_sparse_pca) minimum (lale.search.search_space.SearchSpaceNumber attribute) MinMaxScaler (class in lale.lib.rasl.min_max_scaler) (class in lale.lib.sklearn.min_max_scaler) minute() (in module lale.expressions) MissingIndicator (class in lale.lib.sklearn.missing_indicator) mk_label() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) MLPClassifier (class in lale.lib.sklearn.mlp_classifier) MLPRegressor (class in lale.lib.autogen.mlp_regressor) mockup_data_loader() (in module lale.lib.rasl.datasets) mode() (in module lale.expressions) module lale lale.datasets lale.datasets.data_schemas lale.datasets.movie_review lale.datasets.multitable lale.datasets.multitable.fetch_datasets lale.datasets.multitable.util lale.datasets.openml lale.datasets.openml.openml_datasets lale.datasets.prefetch lale.datasets.sklearn_to_pandas lale.datasets.uci lale.datasets.uci.uci_datasets lale.datasets.util lale.docstrings lale.expressions lale.grammar lale.helpers lale.json_operator lale.lib lale.lib.aif360 lale.lib.aif360.adversarial_debiasing lale.lib.aif360.bagging_orbis_classifier lale.lib.aif360.calibrated_eq_odds_postprocessing lale.lib.aif360.datasets lale.lib.aif360.disparate_impact_remover lale.lib.aif360.eq_odds_postprocessing lale.lib.aif360.gerry_fair_classifier lale.lib.aif360.lfr lale.lib.aif360.meta_fair_classifier lale.lib.aif360.optim_preproc lale.lib.aif360.orbis lale.lib.aif360.prejudice_remover lale.lib.aif360.protected_attributes_encoder lale.lib.aif360.redacting lale.lib.aif360.reject_option_classification lale.lib.aif360.reweighing lale.lib.aif360.util lale.lib.autogen lale.lib.autogen.additive_chi2_sampler lale.lib.autogen.ard_regression lale.lib.autogen.bayesian_ridge lale.lib.autogen.bernoulli_nb lale.lib.autogen.bernoulli_rbm lale.lib.autogen.binarizer lale.lib.autogen.birch lale.lib.autogen.calibrated_classifier_cv lale.lib.autogen.cca lale.lib.autogen.complement_nb lale.lib.autogen.dictionary_learning lale.lib.autogen.elastic_net lale.lib.autogen.elastic_net_cv lale.lib.autogen.factor_analysis lale.lib.autogen.fast_ica lale.lib.autogen.gaussian_process_classifier lale.lib.autogen.gaussian_process_regressor lale.lib.autogen.gaussian_random_projection lale.lib.autogen.huber_regressor lale.lib.autogen.incremental_pca lale.lib.autogen.k_bins_discretizer lale.lib.autogen.kernel_pca lale.lib.autogen.kernel_ridge lale.lib.autogen.label_binarizer lale.lib.autogen.label_encoder lale.lib.autogen.label_propagation lale.lib.autogen.label_spreading lale.lib.autogen.lars lale.lib.autogen.lars_cv lale.lib.autogen.lasso lale.lib.autogen.lasso_cv lale.lib.autogen.lasso_lars lale.lib.autogen.lasso_lars_cv lale.lib.autogen.lasso_lars_ic lale.lib.autogen.latent_dirichlet_allocation lale.lib.autogen.linear_discriminant_analysis lale.lib.autogen.locally_linear_embedding lale.lib.autogen.logistic_regression_cv lale.lib.autogen.max_abs_scaler lale.lib.autogen.mini_batch_dictionary_learning lale.lib.autogen.mini_batch_k_means lale.lib.autogen.mini_batch_sparse_pca lale.lib.autogen.mlp_regressor lale.lib.autogen.multi_label_binarizer lale.lib.autogen.multi_task_elastic_net lale.lib.autogen.multi_task_elastic_net_cv lale.lib.autogen.multi_task_lasso lale.lib.autogen.multi_task_lasso_cv lale.lib.autogen.nearest_centroid lale.lib.autogen.nu_svc lale.lib.autogen.nu_svr lale.lib.autogen.orthogonal_matching_pursuit lale.lib.autogen.orthogonal_matching_pursuit_cv lale.lib.autogen.passive_aggressive_regressor lale.lib.autogen.perceptron lale.lib.autogen.pls_canonical lale.lib.autogen.pls_regression lale.lib.autogen.plssvd lale.lib.autogen.power_transformer lale.lib.autogen.radius_neighbors_classifier lale.lib.autogen.radius_neighbors_regressor lale.lib.autogen.random_trees_embedding lale.lib.autogen.ransac_regressor lale.lib.autogen.rbf_sampler lale.lib.autogen.ridge_classifier_cv lale.lib.autogen.ridge_cv lale.lib.autogen.skewed_chi2_sampler lale.lib.autogen.sparse_pca lale.lib.autogen.sparse_random_projection lale.lib.autogen.theil_sen_regressor lale.lib.autogen.transformed_target_regressor lale.lib.autogen.truncated_svd lale.lib.category_encoders lale.lib.category_encoders.hashing_encoder lale.lib.category_encoders.target_encoder lale.lib.dataframe lale.lib.imblearn lale.lib.imblearn.adasyn lale.lib.imblearn.all_knn lale.lib.imblearn.base_resampler lale.lib.imblearn.borderline_smote lale.lib.imblearn.condensed_nearest_neighbour lale.lib.imblearn.edited_nearest_neighbours lale.lib.imblearn.instance_hardness_threshold lale.lib.imblearn.random_over_sampler lale.lib.imblearn.random_under_sampler lale.lib.imblearn.repeated_edited_nearest_neighbours lale.lib.imblearn.smote lale.lib.imblearn.smoteenn lale.lib.imblearn.smoten lale.lib.imblearn.smotenc lale.lib.imblearn.svm_smote lale.lib.lale lale.lib.lale.auto_pipeline lale.lib.lale.both lale.lib.lale.concat_features lale.lib.lale.grid_search_cv lale.lib.lale.halving_grid_search_cv lale.lib.lale.hyperopt lale.lib.lale.identity_wrapper lale.lib.lale.no_op lale.lib.lale.observing lale.lib.lale.optimize_last lale.lib.lale.optimize_suffix lale.lib.lale.sample_based_voting lale.lib.lale.smac lale.lib.lale.tee lale.lib.lale.time_series_transformer lale.lib.lale.topk_voting_classifier lale.lib.lightgbm lale.lib.lightgbm.lgbm_classifier lale.lib.lightgbm.lgbm_regressor lale.lib.rasl lale.lib.rasl.aggregate lale.lib.rasl.alias lale.lib.rasl.batched_bagging_classifier lale.lib.rasl.batching lale.lib.rasl.concat_features lale.lib.rasl.convert lale.lib.rasl.datasets lale.lib.rasl.filter lale.lib.rasl.functions lale.lib.rasl.group_by lale.lib.rasl.hashing_encoder lale.lib.rasl.join lale.lib.rasl.map lale.lib.rasl.metrics lale.lib.rasl.min_max_scaler lale.lib.rasl.monoid lale.lib.rasl.one_hot_encoder lale.lib.rasl.orderby lale.lib.rasl.ordinal_encoder lale.lib.rasl.project lale.lib.rasl.relational lale.lib.rasl.scan lale.lib.rasl.scores lale.lib.rasl.select_k_best lale.lib.rasl.simple_imputer lale.lib.rasl.sort_index lale.lib.rasl.spark_explainer lale.lib.rasl.split_xy lale.lib.rasl.standard_scaler lale.lib.rasl.target_encoder lale.lib.rasl.task_graphs lale.lib.sklearn lale.lib.sklearn.ada_boost_classifier lale.lib.sklearn.ada_boost_regressor lale.lib.sklearn.bagging_classifier lale.lib.sklearn.bagging_regressor lale.lib.sklearn.column_transformer lale.lib.sklearn.decision_tree_classifier lale.lib.sklearn.decision_tree_regressor lale.lib.sklearn.dummy_classifier lale.lib.sklearn.dummy_regressor lale.lib.sklearn.extra_trees_classifier lale.lib.sklearn.extra_trees_regressor lale.lib.sklearn.feature_agglomeration lale.lib.sklearn.fit_spec_proxy lale.lib.sklearn.function_transformer lale.lib.sklearn.gaussian_nb lale.lib.sklearn.gradient_boosting_classifier lale.lib.sklearn.gradient_boosting_regressor lale.lib.sklearn.isolation_forest lale.lib.sklearn.isomap lale.lib.sklearn.k_means lale.lib.sklearn.k_neighbors_classifier lale.lib.sklearn.k_neighbors_regressor lale.lib.sklearn.linear_regression lale.lib.sklearn.linear_svc lale.lib.sklearn.linear_svr lale.lib.sklearn.logistic_regression lale.lib.sklearn.min_max_scaler lale.lib.sklearn.missing_indicator lale.lib.sklearn.mlp_classifier lale.lib.sklearn.multi_output_regressor lale.lib.sklearn.multinomial_nb lale.lib.sklearn.nmf lale.lib.sklearn.normalizer lale.lib.sklearn.nystroem lale.lib.sklearn.one_hot_encoder lale.lib.sklearn.ordinal_encoder lale.lib.sklearn.passive_aggressive_classifier lale.lib.sklearn.pca lale.lib.sklearn.perceptron lale.lib.sklearn.pipeline lale.lib.sklearn.polynomial_features lale.lib.sklearn.quadratic_discriminant_analysis lale.lib.sklearn.quantile_transformer lale.lib.sklearn.random_forest_classifier lale.lib.sklearn.random_forest_regressor lale.lib.sklearn.rfe lale.lib.sklearn.ridge lale.lib.sklearn.ridge_classifier lale.lib.sklearn.robust_scaler lale.lib.sklearn.select_k_best lale.lib.sklearn.sgd_classifier lale.lib.sklearn.sgd_regressor lale.lib.sklearn.simple_imputer lale.lib.sklearn.stacking_classifier lale.lib.sklearn.stacking_regressor lale.lib.sklearn.stacking_utils lale.lib.sklearn.standard_scaler lale.lib.sklearn.svc lale.lib.sklearn.svr lale.lib.sklearn.target_encoder lale.lib.sklearn.tfidf_vectorizer lale.lib.sklearn.variance_threshold lale.lib.sklearn.voting_classifier lale.lib.sklearn.voting_regressor lale.lib.snapml lale.lib.snapml.batched_tree_ensemble_classifier lale.lib.snapml.batched_tree_ensemble_regressor lale.lib.snapml.snap_boosting_machine_classifier lale.lib.snapml.snap_boosting_machine_regressor lale.lib.snapml.snap_decision_tree_classifier lale.lib.snapml.snap_decision_tree_regressor lale.lib.snapml.snap_linear_regression lale.lib.snapml.snap_logistic_regression lale.lib.snapml.snap_random_forest_classifier lale.lib.snapml.snap_random_forest_regressor lale.lib.snapml.snap_svm_classifier lale.lib.xgboost lale.lib.xgboost.xgb_classifier lale.lib.xgboost.xgb_regressor lale.operator_wrapper lale.operators lale.pretty_print lale.schema2enums lale.schema_ranges lale.schema_simplifier lale.schema_utils lale.schemas lale.search lale.search.lale_grid_search_cv lale.search.lale_hyperopt lale.search.lale_smac lale.search.op2hp lale.search.PGO lale.search.schema2search_space lale.search.search_space lale.search.search_space_grid lale.settings lale.sklearn_compat lale.type_checking lale.util lale.util.batch_data_dictionary_dataset lale.util.hdf5_to_torch_dataset lale.util.numpy_to_torch_dataset lale.util.numpy_torch_dataset lale.util.pandas_to_torch_dataset lale.util.pandas_torch_dataset lale.util.Visitor lale.util.VisitorMeta lale.util.VisitorPathError lale.visualize

Monoid (class in lale.lib.rasl.monoid) MonoidableOperator (class in lale.lib.rasl.monoid) MonoidFactory (class in lale.lib.rasl.monoid) month() (in module lale.expressions) MultiLabelBinarizer (class in lale.lib.autogen.multi_label_binarizer) MultinomialNB (class in lale.lib.sklearn.multinomial_nb) MultiOutputRegressor (class in lale.lib.sklearn.multi_output_regressor) multitable_train_test_split() (in module lale.datasets.multitable.util) MultiTaskElasticNet (class in lale.lib.autogen.multi_task_elastic_net) MultiTaskElasticNetCV (class in lale.lib.autogen.multi_task_elastic_net_cv) MultiTaskLasso (class in lale.lib.autogen.multi_task_lasso) MultiTaskLassoCV (class in lale.lib.autogen.multi_task_lasso_cv)

N

n_classes_ (lale.operators.Operator property) name() (lale.operators.Operator method) names (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor attribute) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor attribute) narrowSimplifyAndFilter() (in module lale.schema_simplifier) narrowToGivenRelevantFields() (in module lale.schema_simplifier) narrowToRelevantConstraints() (in module lale.schema_simplifier) narrowToRelevantFields() (in module lale.schema_simplifier) ndarray_to_json() (in module lale.helpers) ndarray_to_schema() (in module lale.datasets.data_schemas) NDArrayWithSchema (class in lale.datasets.data_schemas) NearestCentroid (class in lale.lib.autogen.nearest_centroid) nest_all_HPparams() (in module lale.helpers) nest_choice_all_HPparams() (in module lale.helpers) nest_choice_HPparam() (in module lale.helpers) nest_choice_HPparams() (in module lale.helpers) nest_HPparam() (in module lale.helpers)

nest_HPparams() (in module lale.helpers) nested_header (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor attribute) NMF (class in lale.lib.sklearn.nmf) NonTerminal (class in lale.grammar) NoOp (class in lale.lib.lale.no_op) normalize_pgo_type() (in module lale.search.PGO) normalized_count() (in module lale.expressions) normalized_sum() (in module lale.expressions) Normalizer (class in lale.lib.sklearn.normalizer) Not (class in lale.schemas) Null (class in lale.schemas) numpy_collate_fn() (in module lale.util.numpy_to_torch_dataset) (in module lale.util.numpy_torch_dataset) NumpyTorchDataset (class in lale.util.numpy_to_torch_dataset) (class in lale.util.numpy_torch_dataset) NuSVC (class in lale.lib.autogen.nu_svc) NuSVR (class in lale.lib.autogen.nu_svr) Nystroem (class in lale.lib.sklearn.nystroem)

O

Object (class in lale.schemas) observe() (in module lale.lib.lale.observing) Observing (class in lale.lib.lale.observing) OneHotEncoder (class in lale.lib.rasl.one_hot_encoder) (class in lale.lib.sklearn.one_hot_encoder) op_to_search_space() (in module lale.search.schema2search_space) op_to_search_space_grids() (in module lale.search.search_space_grid) openml_data_loader() (in module lale.lib.rasl.datasets) Operator (class in lale.operators) OperatorChoice (class in lale.operators) OperatorSchemaError OptimizeLast (class in lale.lib.lale.optimize_last) OptimizeSuffix (class in lale.lib.lale.optimize_suffix)

OptimPreproc (class in lale.lib.aif360.optim_preproc) Orbis (class in lale.lib.aif360.orbis) OrderBy (class in lale.lib.rasl.orderby) OrdinalEncoder (class in lale.lib.rasl.ordinal_encoder) (class in lale.lib.sklearn.ordinal_encoder) OrthogonalMatchingPursuit (class in lale.lib.autogen.orthogonal_matching_pursuit) OrthogonalMatchingPursuitCV (class in lale.lib.autogen.orthogonal_matching_pursuit_cv) output_schema_decision_function() (lale.operators.IndividualOp method) output_schema_predict() (lale.operators.IndividualOp method) output_schema_predict_log_proba() (lale.operators.IndividualOp method) output_schema_predict_proba() (lale.operators.IndividualOp method) output_schema_score_samples() (lale.operators.IndividualOp method) output_schema_transform() (lale.operators.IndividualOp method) output_schema_transform_X_y() (lale.operators.IndividualOp method)

P

pandas2spark() (in module lale.datasets.util) pandas_collate_fn() (in module lale.util.pandas_to_torch_dataset) (in module lale.util.pandas_torch_dataset) PandasTorchDataset (class in lale.util.pandas_to_torch_dataset) (class in lale.util.pandas_torch_dataset) partial_fit() (lale.lib.lightgbm.lgbm_classifier.LGBMClassifier method) (lale.lib.lightgbm.lgbm_regressor.LGBMRegressor method) (lale.lib.rasl.batched_bagging_classifier.BatchedBaggingClassifier method) (lale.lib.rasl.hashing_encoder.HashingEncoder method) (lale.lib.rasl.min_max_scaler.MinMaxScaler method) (lale.lib.rasl.monoid.MonoidableOperator method) (lale.lib.rasl.one_hot_encoder.OneHotEncoder method) (lale.lib.rasl.ordinal_encoder.OrdinalEncoder method) (lale.lib.rasl.project.Project method) (lale.lib.rasl.select_k_best.SelectKBest method) (lale.lib.rasl.simple_imputer.SimpleImputer method) (lale.lib.rasl.standard_scaler.StandardScaler method) (lale.lib.rasl.target_encoder.TargetEncoder method) (lale.lib.sklearn.gaussian_nb.GaussianNB method) (lale.lib.sklearn.min_max_scaler.MinMaxScaler method) (lale.lib.sklearn.mlp_classifier.MLPClassifier method) (lale.lib.sklearn.multi_output_regressor.MultiOutputRegressor method) (lale.lib.sklearn.multinomial_nb.MultinomialNB method) (lale.lib.sklearn.passive_aggressive_classifier.PassiveAggressiveClassifier method) (lale.lib.sklearn.perceptron.Perceptron method) (lale.lib.sklearn.sgd_classifier.SGDClassifier method) (lale.lib.sklearn.sgd_regressor.SGDRegressor method) (lale.lib.sklearn.standard_scaler.StandardScaler method) (lale.lib.snapml.batched_tree_ensemble_classifier.BatchedTreeEnsembleClassifier method) (lale.lib.snapml.batched_tree_ensemble_regressor.BatchedTreeEnsembleRegressor method) (lale.lib.xgboost.xgb_classifier.XGBClassifier method) (lale.lib.xgboost.xgb_regressor.XGBRegressor method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedPipeline method) partition_sklearn_choice_params() (in module lale.helpers) partition_sklearn_params() (in module lale.helpers) PassiveAggressiveClassifier (class in lale.lib.sklearn.passive_aggressive_classifier) PassiveAggressiveRegressor (class in lale.lib.autogen.passive_aggressive_regressor) path (lale.util.VisitorPathError.VisitorPathError property) path_string() (lale.search.search_space.SearchSpaceError method) (lale.util.VisitorPathError.VisitorPathError method) PCA (class in lale.lib.sklearn.pca) Perceptron (class in lale.lib.autogen.perceptron) (class in lale.lib.sklearn.perceptron) pgo (lale.search.schema2search_space.SearchSpaceOperatorVisitor attribute) (lale.search.search_space.SearchSpaceEnum attribute) (lale.search.search_space.SearchSpaceNumber attribute) pgo_dict (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor attribute) pgo_header (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor attribute) pgo_lookup() (in module lale.search.schema2search_space) pgo_sample() (in module lale.search.lale_hyperopt) Pipeline (class in lale.lib.lale.time_series_transformer) (class in lale.lib.sklearn.pipeline) PlannedIndividualOp (class in lale.operators) PlannedOperator (class in lale.operators) PlannedPipeline (class in lale.operators) PLSCanonical (class in lale.lib.autogen.pls_canonical) PLSRegression (class in lale.lib.autogen.pls_regression) PLSSVD (class in lale.lib.autogen.plssvd) point() (lale.schema_ranges.SchemaRange class method) PolynomialFeatures (class in lale.lib.sklearn.polynomial_features) PowerTransformer (class in lale.lib.autogen.power_transformer) predict() (lale.lib.aif360.adversarial_debiasing.AdversarialDebiasing method) (lale.lib.aif360.bagging_orbis_classifier.BaggingOrbisClassifier method) (lale.lib.aif360.calibrated_eq_odds_postprocessing.CalibratedEqOddsPostprocessing method) (lale.lib.aif360.eq_odds_postprocessing.EqOddsPostprocessing method) (lale.lib.aif360.gerry_fair_classifier.GerryFairClassifier method) (lale.lib.aif360.meta_fair_classifier.MetaFairClassifier method) (lale.lib.aif360.orbis.Orbis method) (lale.lib.aif360.prejudice_remover.PrejudiceRemover method) (lale.lib.aif360.reject_option_classification.RejectOptionClassification method) (lale.lib.aif360.reweighing.Reweighing method) (lale.lib.autogen.ard_regression.ARDRegression method) (lale.lib.autogen.bayesian_ridge.BayesianRidge method) (lale.lib.autogen.bernoulli_nb.BernoulliNB method) (lale.lib.autogen.birch.Birch method) (lale.lib.autogen.calibrated_classifier_cv.CalibratedClassifierCV method) (lale.lib.autogen.cca.CCA method) (lale.lib.autogen.complement_nb.ComplementNB method) (lale.lib.autogen.elastic_net.ElasticNet method) (lale.lib.autogen.elastic_net_cv.ElasticNetCV method) (lale.lib.autogen.gaussian_process_classifier.GaussianProcessClassifier method) (lale.lib.autogen.gaussian_process_regressor.GaussianProcessRegressor method) (lale.lib.autogen.huber_regressor.HuberRegressor method) (lale.lib.autogen.kernel_ridge.KernelRidge method) (lale.lib.autogen.label_propagation.LabelPropagation method) (lale.lib.autogen.label_spreading.LabelSpreading method) (lale.lib.autogen.lars.Lars method) (lale.lib.autogen.lars_cv.LarsCV method) (lale.lib.autogen.lasso.Lasso method) (lale.lib.autogen.lasso_cv.LassoCV method) (lale.lib.autogen.lasso_lars.LassoLars method) (lale.lib.autogen.lasso_lars_cv.LassoLarsCV method) (lale.lib.autogen.lasso_lars_ic.LassoLarsIC method) (lale.lib.autogen.linear_discriminant_analysis.LinearDiscriminantAnalysis method) (lale.lib.autogen.logistic_regression_cv.LogisticRegressionCV method) (lale.lib.autogen.mini_batch_k_means.MiniBatchKMeans method) (lale.lib.autogen.mlp_regressor.MLPRegressor method) (lale.lib.autogen.multi_task_elastic_net.MultiTaskElasticNet method) (lale.lib.autogen.multi_task_elastic_net_cv.MultiTaskElasticNetCV method) (lale.lib.autogen.multi_task_lasso.MultiTaskLasso method) (lale.lib.autogen.multi_task_lasso_cv.MultiTaskLassoCV method) (lale.lib.autogen.nearest_centroid.NearestCentroid method) (lale.lib.autogen.nu_svc.NuSVC method) (lale.lib.autogen.nu_svr.NuSVR method) (lale.lib.autogen.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (lale.lib.autogen.orthogonal_matching_pursuit_cv.OrthogonalMatchingPursuitCV method) (lale.lib.autogen.passive_aggressive_regressor.PassiveAggressiveRegressor method) (lale.lib.autogen.perceptron.Perceptron method) (lale.lib.autogen.pls_canonical.PLSCanonical method) (lale.lib.autogen.pls_regression.PLSRegression method) (lale.lib.autogen.radius_neighbors_classifier.RadiusNeighborsClassifier method) (lale.lib.autogen.radius_neighbors_regressor.RadiusNeighborsRegressor method) (lale.lib.autogen.ransac_regressor.RANSACRegressor method) (lale.lib.autogen.ridge_classifier_cv.RidgeClassifierCV method) (lale.lib.autogen.ridge_cv.RidgeCV method) (lale.lib.autogen.theil_sen_regressor.TheilSenRegressor method) (lale.lib.autogen.transformed_target_regressor.TransformedTargetRegressor method) (lale.lib.imblearn.adasyn.ADASYN method) (lale.lib.imblearn.all_knn.AllKNN method) (lale.lib.imblearn.borderline_smote.BorderlineSMOTE method) (lale.lib.imblearn.condensed_nearest_neighbour.CondensedNearestNeighbour method) (lale.lib.imblearn.edited_nearest_neighbours.EditedNearestNeighbours method) (lale.lib.imblearn.instance_hardness_threshold.InstanceHardnessThreshold method) (lale.lib.imblearn.random_over_sampler.RandomOverSampler method) (lale.lib.imblearn.random_under_sampler.RandomUnderSampler method) (lale.lib.imblearn.repeated_edited_nearest_neighbours.RepeatedEditedNearestNeighbours method) (lale.lib.imblearn.smote.SMOTE method) (lale.lib.imblearn.smoteenn.SMOTEENN method) (lale.lib.imblearn.smoten.SMOTEN method) (lale.lib.imblearn.smotenc.SMOTENC method) (lale.lib.imblearn.svm_smote.SVMSMOTE method) (lale.lib.lale.auto_pipeline.AutoPipeline method) (lale.lib.lale.both.Both method) (lale.lib.lale.grid_search_cv.GridSearchCV method) (lale.lib.lale.halving_grid_search_cv.HalvingGridSearchCV method) (lale.lib.lale.hyperopt.Hyperopt method) (lale.lib.lale.identity_wrapper.IdentityWrapper method) (lale.lib.lale.observing.Observing method) (lale.lib.lale.optimize_last.OptimizeLast method) (lale.lib.lale.optimize_suffix.OptimizeSuffix method) (lale.lib.lale.smac.SMAC method) (lale.lib.lale.topk_voting_classifier.TopKVotingClassifier method) (lale.lib.lightgbm.lgbm_classifier.LGBMClassifier method) (lale.lib.lightgbm.lgbm_regressor.LGBMRegressor method) (lale.lib.rasl.batched_bagging_classifier.BatchedBaggingClassifier method) (lale.lib.rasl.batching.Batching method) (lale.lib.sklearn.ada_boost_classifier.AdaBoostClassifier method) (lale.lib.sklearn.ada_boost_regressor.AdaBoostRegressor method) (lale.lib.sklearn.bagging_classifier.BaggingClassifier method) (lale.lib.sklearn.bagging_regressor.BaggingRegressor method) (lale.lib.sklearn.decision_tree_classifier.DecisionTreeClassifier method) (lale.lib.sklearn.decision_tree_regressor.DecisionTreeRegressor method) (lale.lib.sklearn.dummy_classifier.DummyClassifier method) (lale.lib.sklearn.dummy_regressor.DummyRegressor method) (lale.lib.sklearn.extra_trees_classifier.ExtraTreesClassifier method) (lale.lib.sklearn.extra_trees_regressor.ExtraTreesRegressor method) (lale.lib.sklearn.gaussian_nb.GaussianNB method) (lale.lib.sklearn.gradient_boosting_classifier.GradientBoostingClassifier method) (lale.lib.sklearn.gradient_boosting_regressor.GradientBoostingRegressor method) (lale.lib.sklearn.isolation_forest.IsolationForest method) (lale.lib.sklearn.k_means.KMeans method) (lale.lib.sklearn.k_neighbors_classifier.KNeighborsClassifier method) (lale.lib.sklearn.k_neighbors_regressor.KNeighborsRegressor method) (lale.lib.sklearn.linear_regression.LinearRegression method) (lale.lib.sklearn.linear_svc.LinearSVC method) (lale.lib.sklearn.linear_svr.LinearSVR method) (lale.lib.sklearn.logistic_regression.LogisticRegression method) (lale.lib.sklearn.mlp_classifier.MLPClassifier method) (lale.lib.sklearn.multi_output_regressor.MultiOutputRegressor method) (lale.lib.sklearn.multinomial_nb.MultinomialNB method) (lale.lib.sklearn.passive_aggressive_classifier.PassiveAggressiveClassifier method) (lale.lib.sklearn.perceptron.Perceptron method) (lale.lib.sklearn.pipeline.Pipeline method) (lale.lib.sklearn.quadratic_discriminant_analysis.QuadraticDiscriminantAnalysis method) (lale.lib.sklearn.random_forest_classifier.RandomForestClassifier method) (lale.lib.sklearn.random_forest_regressor.RandomForestRegressor method) (lale.lib.sklearn.rfe.RFE method) (lale.lib.sklearn.ridge.Ridge method) (lale.lib.sklearn.ridge_classifier.RidgeClassifier method) (lale.lib.sklearn.sgd_classifier.SGDClassifier method) (lale.lib.sklearn.sgd_regressor.SGDRegressor method) (lale.lib.sklearn.stacking_classifier.StackingClassifier method) (lale.lib.sklearn.stacking_regressor.StackingRegressor method) (lale.lib.sklearn.svc.SVC method) (lale.lib.sklearn.svr.SVR method) (lale.lib.sklearn.voting_classifier.VotingClassifier method) (lale.lib.sklearn.voting_regressor.VotingRegressor method) (lale.lib.snapml.batched_tree_ensemble_classifier.BatchedTreeEnsembleClassifier method) (lale.lib.snapml.batched_tree_ensemble_regressor.BatchedTreeEnsembleRegressor method) (lale.lib.snapml.snap_boosting_machine_classifier.SnapBoostingMachineClassifier method) (lale.lib.snapml.snap_boosting_machine_regressor.SnapBoostingMachineRegressor method) (lale.lib.snapml.snap_decision_tree_classifier.SnapDecisionTreeClassifier method) (lale.lib.snapml.snap_decision_tree_regressor.SnapDecisionTreeRegressor method) (lale.lib.snapml.snap_linear_regression.SnapLinearRegression method) (lale.lib.snapml.snap_logistic_regression.SnapLogisticRegression method) (lale.lib.snapml.snap_random_forest_classifier.SnapRandomForestClassifier method) (lale.lib.snapml.snap_random_forest_regressor.SnapRandomForestRegressor method) (lale.lib.snapml.snap_svm_classifier.SnapSVMClassifier method) (lale.lib.xgboost.xgb_classifier.XGBClassifier method) (lale.lib.xgboost.xgb_regressor.XGBRegressor method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method)

predict_log_proba() (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method) predict_proba() (lale.lib.aif360.adversarial_debiasing.AdversarialDebiasing method) (lale.lib.aif360.bagging_orbis_classifier.BaggingOrbisClassifier method) (lale.lib.aif360.calibrated_eq_odds_postprocessing.CalibratedEqOddsPostprocessing method) (lale.lib.aif360.eq_odds_postprocessing.EqOddsPostprocessing method) (lale.lib.aif360.gerry_fair_classifier.GerryFairClassifier method) (lale.lib.aif360.meta_fair_classifier.MetaFairClassifier method) (lale.lib.aif360.orbis.Orbis method) (lale.lib.aif360.prejudice_remover.PrejudiceRemover method) (lale.lib.aif360.reject_option_classification.RejectOptionClassification method) (lale.lib.autogen.bernoulli_nb.BernoulliNB method) (lale.lib.autogen.calibrated_classifier_cv.CalibratedClassifierCV method) (lale.lib.autogen.complement_nb.ComplementNB method) (lale.lib.autogen.gaussian_process_classifier.GaussianProcessClassifier method) (lale.lib.autogen.label_propagation.LabelPropagation method) (lale.lib.autogen.label_spreading.LabelSpreading method) (lale.lib.autogen.linear_discriminant_analysis.LinearDiscriminantAnalysis method) (lale.lib.autogen.logistic_regression_cv.LogisticRegressionCV method) (lale.lib.autogen.nu_svc.NuSVC method) (lale.lib.imblearn.adasyn.ADASYN method) (lale.lib.imblearn.all_knn.AllKNN method) (lale.lib.imblearn.borderline_smote.BorderlineSMOTE method) (lale.lib.imblearn.condensed_nearest_neighbour.CondensedNearestNeighbour method) (lale.lib.imblearn.edited_nearest_neighbours.EditedNearestNeighbours method) (lale.lib.imblearn.instance_hardness_threshold.InstanceHardnessThreshold method) (lale.lib.imblearn.random_over_sampler.RandomOverSampler method) (lale.lib.imblearn.random_under_sampler.RandomUnderSampler method) (lale.lib.imblearn.repeated_edited_nearest_neighbours.RepeatedEditedNearestNeighbours method) (lale.lib.imblearn.smote.SMOTE method) (lale.lib.imblearn.smoteenn.SMOTEENN method) (lale.lib.imblearn.smoten.SMOTEN method) (lale.lib.imblearn.smotenc.SMOTENC method) (lale.lib.imblearn.svm_smote.SVMSMOTE method) (lale.lib.lale.both.Both method) (lale.lib.lale.identity_wrapper.IdentityWrapper method) (lale.lib.lale.observing.Observing method) (lale.lib.lightgbm.lgbm_classifier.LGBMClassifier method) (lale.lib.sklearn.ada_boost_classifier.AdaBoostClassifier method) (lale.lib.sklearn.bagging_classifier.BaggingClassifier method) (lale.lib.sklearn.decision_tree_classifier.DecisionTreeClassifier method) (lale.lib.sklearn.dummy_classifier.DummyClassifier method) (lale.lib.sklearn.extra_trees_classifier.ExtraTreesClassifier method) (lale.lib.sklearn.gaussian_nb.GaussianNB method) (lale.lib.sklearn.gradient_boosting_classifier.GradientBoostingClassifier method) (lale.lib.sklearn.k_neighbors_classifier.KNeighborsClassifier method) (lale.lib.sklearn.logistic_regression.LogisticRegression method) (lale.lib.sklearn.mlp_classifier.MLPClassifier method) (lale.lib.sklearn.multinomial_nb.MultinomialNB method) (lale.lib.sklearn.pipeline.Pipeline method) (lale.lib.sklearn.quadratic_discriminant_analysis.QuadraticDiscriminantAnalysis method) (lale.lib.sklearn.random_forest_classifier.RandomForestClassifier method) (lale.lib.sklearn.rfe.RFE method) (lale.lib.sklearn.sgd_classifier.SGDClassifier method) (lale.lib.sklearn.stacking_classifier.StackingClassifier method) (lale.lib.sklearn.svc.SVC method) (lale.lib.sklearn.voting_classifier.VotingClassifier method) (lale.lib.snapml.batched_tree_ensemble_classifier.BatchedTreeEnsembleClassifier method) (lale.lib.snapml.batched_tree_ensemble_regressor.BatchedTreeEnsembleRegressor method) (lale.lib.snapml.snap_boosting_machine_classifier.SnapBoostingMachineClassifier method) (lale.lib.snapml.snap_decision_tree_classifier.SnapDecisionTreeClassifier method) (lale.lib.snapml.snap_logistic_regression.SnapLogisticRegression method) (lale.lib.snapml.snap_random_forest_classifier.SnapRandomForestClassifier method) (lale.lib.xgboost.xgb_classifier.XGBClassifier method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method) prefetch_data() (in module lale.datasets.prefetch) PrejudiceRemover (class in lale.lib.aif360.prejudice_remover) pretty_print() (lale.operators.Operator method) Prio (class in lale.lib.rasl.task_graphs) PrioBatch (class in lale.lib.rasl.task_graphs) PrioResourceAware (class in lale.lib.rasl.task_graphs) PrioStep (class in lale.lib.rasl.task_graphs) Project (class in lale.lib.rasl.project) ProtectedAttributesEncoder (class in lale.lib.aif360.protected_attributes_encoder) push_parent_path() (lale.util.VisitorPathError.VisitorPathError method)

Q

QuadraticDiscriminantAnalysis (class in lale.lib.sklearn.quadratic_discriminant_analysis)

QuantileTransformer (class in lale.lib.sklearn.quantile_transformer)

R

r2_and_disparate_impact() (in module lale.lib.aif360.util) r2_score() (in module lale.lib.rasl.metrics) RadiusNeighborsClassifier (class in lale.lib.autogen.radius_neighbors_classifier) RadiusNeighborsRegressor (class in lale.lib.autogen.radius_neighbors_regressor) RandomForestClassifier (class in lale.lib.sklearn.random_forest_classifier) RandomForestRegressor (class in lale.lib.sklearn.random_forest_regressor) RandomOverSampler (class in lale.lib.imblearn.random_over_sampler) RandomTreesEmbedding (class in lale.lib.autogen.random_trees_embedding) RandomUnderSampler (class in lale.lib.imblearn.random_under_sampler) RANSACRegressor (class in lale.lib.autogen.ransac_regressor) RBFSampler (class in lale.lib.autogen.rbf_sampler) recent() (in module lale.expressions) recent_gap_to_cutoff() (in module lale.expressions) Redacting (class in lale.lib.aif360.redacting) reduced_hyperparams() (lale.operators.IndividualOp method) register_lale_wrapper_modules() (in module lale.operator_wrapper) RejectOptionClassification (class in lale.lib.aif360.reject_option_classification) Relational (class in lale.lib.rasl.relational) remove_defaults_dict() (in module lale.search.PGO) remove_last() (lale.operators.BasePipeline method) (lale.operators.PlannedPipeline method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedPipeline method)

remove_point() (lale.schema_ranges.SchemaRange method) RepeatedEditedNearestNeighbours (class in lale.lib.imblearn.repeated_edited_nearest_neighbours) replace() (in module lale.expressions) (lale.operators.Operator method) replace_data_constraints() (in module lale.type_checking) Resample (class in lale.lib.lale.time_series_transformer) Reweighing (class in lale.lib.aif360.reweighing) RFE (class in lale.lib.sklearn.rfe) Ridge (class in lale.lib.sklearn.ridge) RidgeClassifier (class in lale.lib.sklearn.ridge_classifier) RidgeClassifierCV (class in lale.lib.autogen.ridge_classifier_cv) RidgeCV (class in lale.lib.autogen.ridge_cv) RobustScaler (class in lale.lib.sklearn.robust_scaler) run() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor class method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor class method) (lale.search.schema2search_space.SearchSpaceOperatorVisitor class method) (lale.search.search_space_grid.SearchSpaceToGridVisitor class method)

S

sample() (lale.grammar.Grammar method) (lale.search.PGO.FrequencyDistribution method) SampleBasedVoting (class in lale.lib.lale.sample_based_voting) samples() (lale.search.PGO.FrequencyDistribution method) scale() (in module lale.lib.rasl.standard_scaler) Scan (class in lale.lib.rasl.scan) Schema (class in lale.schemas) schema (lale.datasets.data_schemas.SparkDataFrameWithIndex property) (lale.schemas.Schema attribute) SchemaRange (class in lale.schema_ranges) schemaToDiscoveredEnums() (in module lale.schema2enums) schemaToPythonEnums() (in module lale.schema2enums) schemaToSearchSpace() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) schemaToSearchSpaceHelper() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) schemaToSearchSpaceHelper_() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) schemaToSimplifiedAndSearchSpace() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) score() (lale.lib.rasl.scores.ScoreMonoidFactory method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method) score_data() (lale.lib.rasl.metrics.MetricMonoidFactory method) score_data_batched() (lale.lib.rasl.metrics.MetricMonoidFactory method) score_estimator() (lale.lib.rasl.metrics.MetricMonoidFactory method) score_estimator_batched() (lale.lib.rasl.metrics.MetricMonoidFactory method) score_samples() (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method) ScoreMonoidFactory (class in lale.lib.rasl.scores) search_space_grid_to_string() (in module lale.search.search_space_grid) search_space_grids_to_string() (in module lale.search.search_space_grid) search_space_to_grids() (in module lale.search.search_space_grid) search_space_to_hp_expr() (in module lale.search.lale_hyperopt) search_space_to_hp_str() (in module lale.search.lale_hyperopt) search_space_to_str_for_comparison() (in module lale.search.lale_hyperopt) SearchSpace (class in lale.search.search_space) SearchSpaceArray (class in lale.search.search_space) SearchSpaceBool (class in lale.search.search_space) SearchSpaceConstant (class in lale.search.search_space) SearchSpaceDict (class in lale.search.search_space) SearchSpaceEmpty (class in lale.search.search_space) SearchSpaceEnum (class in lale.search.search_space) SearchSpaceError SearchSpaceGridstoGSGrids() (in module lale.search.lale_grid_search_cv) SearchSpaceGridtoGSGrid() (in module lale.search.lale_grid_search_cv) SearchSpaceGridtoSMAC() (in module lale.search.lale_smac) SearchSpaceHPExprVisitor (class in lale.search.lale_hyperopt) SearchSpaceHPStrVisitor (class in lale.search.lale_hyperopt) SearchSpaceNumber (class in lale.search.search_space) SearchSpaceNumberToGSValues() (in module lale.search.lale_grid_search_cv) SearchSpaceNumberToSMAC() (in module lale.search.lale_smac) SearchSpaceObject (class in lale.search.search_space) SearchSpaceOperator (class in lale.search.search_space) SearchSpaceOperatorVisitor (class in lale.search.schema2search_space) SearchSpacePrimitive (class in lale.search.search_space) SearchSpaceProduct (class in lale.search.search_space) SearchSpaceSum (class in lale.search.search_space) SearchSpaceToGridVisitor (class in lale.search.search_space_grid) seizure_type (lale.lib.lale.time_series_transformer.seizure_type_data attribute) seizure_type_data (class in lale.lib.lale.time_series_transformer) select_col() (in module lale.lib.dataframe) SelectKBest (class in lale.lib.rasl.select_k_best) (class in lale.lib.sklearn.select_k_best) series_to_schema() (in module lale.datasets.data_schemas) SeriesWithSchema (class in lale.datasets.data_schemas) set() (lale.schemas.Schema method) set_disable_data_schema_validation() (in module lale.settings)

set_disable_hyperparams_schema_validation() (in module lale.settings) set_docstrings() (in module lale.docstrings) set_params() (lale.operators.BasePipeline method) (lale.operators.OperatorChoice method) (lale.operators.TrainableIndividualOp method) set_with_str_for_keys (class in lale.schema_simplifier) SGDClassifier (class in lale.lib.sklearn.sgd_classifier) SGDRegressor (class in lale.lib.sklearn.sgd_regressor) shallow_impl (lale.operators.IndividualOp property) shape_and_dtype_to_schema() (in module lale.datasets.data_schemas) should_print_search_space() (in module lale.search.search_space) SimpleImputer (class in lale.lib.rasl.simple_imputer) (class in lale.lib.sklearn.simple_imputer) simplify() (in module lale.schema_simplifier) simplifyAll() (in module lale.schema_simplifier) simplifyAny() (in module lale.schema_simplifier) simplifyNot() (in module lale.schema_simplifier) simplifyNot_() (in module lale.schema_simplifier) SkewedChi2Sampler (class in lale.lib.autogen.skewed_chi2_sampler) sklearn_compat_clone() (in module lale.sklearn_compat) Slice (class in lale.lib.lale.time_series_transformer) SMAC (class in lale.lib.lale.smac) smac_fixup_params() (in module lale.search.lale_smac) SMOTE (class in lale.lib.imblearn.smote) SMOTEENN (class in lale.lib.imblearn.smoteenn) SMOTEN (class in lale.lib.imblearn.smoten) SMOTENC (class in lale.lib.imblearn.smotenc) SnapBoostingMachineClassifier (class in lale.lib.snapml.snap_boosting_machine_classifier) SnapBoostingMachineRegressor (class in lale.lib.snapml.snap_boosting_machine_regressor) SnapDecisionTreeClassifier (class in lale.lib.snapml.snap_decision_tree_classifier) SnapDecisionTreeRegressor (class in lale.lib.snapml.snap_decision_tree_regressor) SnapLinearRegression (class in lale.lib.snapml.snap_linear_regression) SnapLogisticRegression (class in lale.lib.snapml.snap_logistic_regression) SnapRandomForestClassifier (class in lale.lib.snapml.snap_random_forest_classifier) SnapRandomForestRegressor (class in lale.lib.snapml.snap_random_forest_regressor) SnapSVMClassifier (class in lale.lib.snapml.snap_svm_classifier) SortIndex (class in lale.lib.rasl.sort_index) spark_df_to_schema() (in module lale.datasets.data_schemas) SparkDataFrameWithIndex (class in lale.datasets.data_schemas) SparkExplainer (class in lale.lib.rasl.spark_explainer) SparsePCA (class in lale.lib.autogen.sparse_pca) SparseRandomProjection (class in lale.lib.autogen.sparse_random_projection) split() (lale.lib.aif360.util.FairStratifiedKFold method) split_with_schemas() (in module lale.helpers) SplitXy (class in lale.lib.rasl.split_xy) StackingClassifier (class in lale.lib.sklearn.stacking_classifier) StackingRegressor (class in lale.lib.sklearn.stacking_regressor) StandardizeFirst (class in lale.lib.lale.time_series_transformer) StandardizeLast (class in lale.lib.lale.time_series_transformer) StandardScaler (class in lale.lib.rasl.standard_scaler) (class in lale.lib.sklearn.standard_scaler) statistical_parity_difference() (in module lale.lib.aif360.util) steps (lale.operators.BasePipeline property) (lale.operators.OperatorChoice property) steps_list() (lale.operators.BasePipeline method) (lale.operators.OperatorChoice method) str_with_focus() (lale.search.search_space.SearchSpace method) String (class in lale.schemas) string_indexer() (in module lale.expressions) strip_schema() (in module lale.datasets.data_schemas) sub_space (lale.search.search_space.SearchSpaceOperator attribute) sub_spaces (lale.search.search_space.SearchSpaceProduct attribute) (lale.search.search_space.SearchSpaceSum attribute) SubschemaError sum() (in module lale.expressions) summary() (lale.operators.TrainableIndividualOp method) (lale.operators.TrainedIndividualOp method) SVC (class in lale.lib.sklearn.svc) SVMSMOTE (class in lale.lib.imblearn.svm_smote) SVR (class in lale.lib.sklearn.svr) symmetric_disparate_impact() (in module lale.lib.aif360.util)

T

TargetEncoder (class in lale.lib.category_encoders.target_encoder) (class in lale.lib.rasl.target_encoder) (class in lale.lib.sklearn.target_encoder) task_priority() (lale.lib.rasl.task_graphs.Prio method) (lale.lib.rasl.task_graphs.PrioBatch method) (lale.lib.rasl.task_graphs.PrioResourceAware method) (lale.lib.rasl.task_graphs.PrioStep method) Tee (class in lale.lib.lale.tee) TfidfVectorizer (class in lale.lib.sklearn.tfidf_vectorizer) theil_index() (in module lale.lib.aif360.util) TheilSenRegressor (class in lale.lib.autogen.theil_sen_regressor) TimeCorrelation (class in lale.lib.lale.time_series_transformer) TimeFreqEigenVectors (class in lale.lib.lale.time_series_transformer) to_graphviz() (in module lale.helpers) to_json() (in module lale.json_operator) (lale.operators.Operator method) to_lale() (lale.operators.Operator method) to_monoid() (lale.lib.rasl.functions.categorical_column method) (lale.lib.rasl.functions.ColumnMonoidFactory method) (lale.lib.rasl.functions.count_distinct_column method) (lale.lib.rasl.metrics.MetricMonoidFactory method) (lale.lib.rasl.monoid.MonoidFactory method) (lale.lib.rasl.scores.FClassif method) to_schema() (in module lale.datasets.data_schemas) to_schema_with_optimizer() (lale.schema_ranges.SchemaRange class method) to_string() (in module lale.pretty_print) toAllOfList() (in module lale.schema_simplifier) toAnyOfList() (in module lale.schema_simplifier) token (lale.search.PGO.DefaultValue attribute) toPandas() (lale.datasets.data_schemas.SparkDataFrameWithIndex method) TopKVotingClassifier (class in lale.lib.lale.topk_voting_classifier) torch_tensor_to_schema() (in module lale.datasets.data_schemas) TrainableIndividualOp (class in lale.operators) TrainableOperator (class in lale.operators) TrainablePipeline (class in lale.operators) TrainedIndividualOp (class in lale.operators) TrainedOperator (class in lale.operators) TrainedPipeline (class in lale.operators) transform() (lale.lib.aif360.disparate_impact_remover.DisparateImpactRemover method) (lale.lib.aif360.lfr.LFR method) (lale.lib.aif360.optim_preproc.OptimPreproc method) (lale.lib.aif360.protected_attributes_encoder.ProtectedAttributesEncoder method) (lale.lib.aif360.redacting.Redacting method) (lale.lib.autogen.additive_chi2_sampler.AdditiveChi2Sampler method) (lale.lib.autogen.bernoulli_rbm.BernoulliRBM method) (lale.lib.autogen.binarizer.Binarizer method) (lale.lib.autogen.birch.Birch method) (lale.lib.autogen.cca.CCA method) (lale.lib.autogen.dictionary_learning.DictionaryLearning method) (lale.lib.autogen.factor_analysis.FactorAnalysis method) (lale.lib.autogen.fast_ica.FastICA method) (lale.lib.autogen.gaussian_random_projection.GaussianRandomProjection method) (lale.lib.autogen.incremental_pca.IncrementalPCA method) (lale.lib.autogen.k_bins_discretizer.KBinsDiscretizer method) (lale.lib.autogen.kernel_pca.KernelPCA method) (lale.lib.autogen.label_binarizer.LabelBinarizer method) (lale.lib.autogen.label_encoder.LabelEncoder method) (lale.lib.autogen.latent_dirichlet_allocation.LatentDirichletAllocation method) (lale.lib.autogen.linear_discriminant_analysis.LinearDiscriminantAnalysis method) (lale.lib.autogen.locally_linear_embedding.LocallyLinearEmbedding method) (lale.lib.autogen.max_abs_scaler.MaxAbsScaler method) (lale.lib.autogen.mini_batch_dictionary_learning.MiniBatchDictionaryLearning method) (lale.lib.autogen.mini_batch_k_means.MiniBatchKMeans method) (lale.lib.autogen.mini_batch_sparse_pca.MiniBatchSparsePCA method) (lale.lib.autogen.multi_label_binarizer.MultiLabelBinarizer method) (lale.lib.autogen.pls_canonical.PLSCanonical method) (lale.lib.autogen.pls_regression.PLSRegression method) (lale.lib.autogen.plssvd.PLSSVD method) (lale.lib.autogen.power_transformer.PowerTransformer method) (lale.lib.autogen.random_trees_embedding.RandomTreesEmbedding method) (lale.lib.autogen.rbf_sampler.RBFSampler method) (lale.lib.autogen.skewed_chi2_sampler.SkewedChi2Sampler method) (lale.lib.autogen.sparse_pca.SparsePCA method) (lale.lib.autogen.sparse_random_projection.SparseRandomProjection method) (lale.lib.autogen.truncated_svd.TruncatedSVD method) (lale.lib.category_encoders.hashing_encoder.HashingEncoder method) (lale.lib.category_encoders.target_encoder.TargetEncoder method) (lale.lib.imblearn.adasyn.ADASYN method) (lale.lib.imblearn.all_knn.AllKNN method) (lale.lib.imblearn.borderline_smote.BorderlineSMOTE method) (lale.lib.imblearn.condensed_nearest_neighbour.CondensedNearestNeighbour method) (lale.lib.imblearn.edited_nearest_neighbours.EditedNearestNeighbours method) (lale.lib.imblearn.instance_hardness_threshold.InstanceHardnessThreshold method) (lale.lib.imblearn.random_over_sampler.RandomOverSampler method) (lale.lib.imblearn.random_under_sampler.RandomUnderSampler method) (lale.lib.imblearn.repeated_edited_nearest_neighbours.RepeatedEditedNearestNeighbours method) (lale.lib.imblearn.smote.SMOTE method) (lale.lib.imblearn.smoteenn.SMOTEENN method) (lale.lib.imblearn.smoten.SMOTEN method) (lale.lib.imblearn.smotenc.SMOTENC method) (lale.lib.imblearn.svm_smote.SVMSMOTE method) (lale.lib.lale.both.Both method) (lale.lib.lale.identity_wrapper.IdentityWrapper method) (lale.lib.lale.no_op.NoOp method) (lale.lib.lale.observing.Observing method) (lale.lib.lale.sample_based_voting.SampleBasedVoting method) (lale.lib.lale.tee.Tee method) (lale.lib.lale.time_series_transformer.TimeFreqEigenVectors method) (lale.lib.rasl.aggregate.Aggregate method) (lale.lib.rasl.alias.Alias method) (lale.lib.rasl.batching.Batching method) (lale.lib.rasl.concat_features.ConcatFeatures method) (lale.lib.rasl.convert.Convert method) (lale.lib.rasl.filter.Filter method) (lale.lib.rasl.group_by.GroupBy method) (lale.lib.rasl.hashing_encoder.HashingEncoder method) (lale.lib.rasl.join.Join method) (lale.lib.rasl.map.Map method) (lale.lib.rasl.min_max_scaler.MinMaxScaler method) (lale.lib.rasl.one_hot_encoder.OneHotEncoder method) (lale.lib.rasl.orderby.OrderBy method) (lale.lib.rasl.ordinal_encoder.OrdinalEncoder method) (lale.lib.rasl.project.Project method) (lale.lib.rasl.relational.Relational method) (lale.lib.rasl.scan.Scan method) (lale.lib.rasl.select_k_best.SelectKBest method) (lale.lib.rasl.simple_imputer.SimpleImputer method) (lale.lib.rasl.sort_index.SortIndex method) (lale.lib.rasl.split_xy.SplitXy method) (lale.lib.rasl.standard_scaler.StandardScaler method) (lale.lib.rasl.target_encoder.TargetEncoder method) (lale.lib.sklearn.column_transformer.ColumnTransformer method) (lale.lib.sklearn.feature_agglomeration.FeatureAgglomeration method) (lale.lib.sklearn.function_transformer.FunctionTransformer method) (lale.lib.sklearn.isomap.Isomap method) (lale.lib.sklearn.k_means.KMeans method) (lale.lib.sklearn.min_max_scaler.MinMaxScaler method) (lale.lib.sklearn.missing_indicator.MissingIndicator method) (lale.lib.sklearn.nmf.NMF method) (lale.lib.sklearn.normalizer.Normalizer method) (lale.lib.sklearn.nystroem.Nystroem method) (lale.lib.sklearn.one_hot_encoder.OneHotEncoder method) (lale.lib.sklearn.ordinal_encoder.OrdinalEncoder method) (lale.lib.sklearn.pca.PCA method) (lale.lib.sklearn.pipeline.Pipeline method) (lale.lib.sklearn.polynomial_features.PolynomialFeatures method) (lale.lib.sklearn.quantile_transformer.QuantileTransformer method) (lale.lib.sklearn.rfe.RFE method) (lale.lib.sklearn.robust_scaler.RobustScaler method) (lale.lib.sklearn.select_k_best.SelectKBest method) (lale.lib.sklearn.simple_imputer.SimpleImputer method) (lale.lib.sklearn.stacking_classifier.StackingClassifier method) (lale.lib.sklearn.stacking_regressor.StackingRegressor method) (lale.lib.sklearn.standard_scaler.StandardScaler method) (lale.lib.sklearn.target_encoder.TargetEncoder method) (lale.lib.sklearn.tfidf_vectorizer.TfidfVectorizer method) (lale.lib.sklearn.variance_threshold.VarianceThreshold method) (lale.lib.sklearn.voting_classifier.VotingClassifier method) (lale.lib.sklearn.voting_regressor.VotingRegressor method) (lale.operators.TrainableIndividualOp method) (lale.operators.TrainablePipeline method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedOperator method) (lale.operators.TrainedPipeline method)

transform_schema() (lale.grammar.Grammar method) (lale.grammar.NonTerminal method) (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method) (lale.operators.TrainableIndividualOp method) transform_with_batches() (lale.operators.TrainedPipeline method) transform_X_y() (lale.lib.aif360.protected_attributes_encoder.ProtectedAttributesEncoder method) (lale.lib.rasl.convert.Convert method) (lale.lib.rasl.sort_index.SortIndex method) (lale.lib.rasl.split_xy.SplitXy method) (lale.operators.TrainedIndividualOp method) (lale.operators.TrainedPipeline method) TransformedTargetRegressor (class in lale.lib.autogen.transformed_target_regressor) trend() (in module lale.expressions) TruncatedSVD (class in lale.lib.autogen.truncated_svd) tsv_to_Xy() (in module lale.datasets.uci.uci_datasets)

U

Undefined (class in lale.schemas) unfold() (lale.grammar.Grammar method) union() (lale.schema_simplifier.set_with_str_for_keys method) unnest_choice() (in module lale.helpers)

unnest_HPparams() (in module lale.helpers) unwrap() (lale.helpers.val_wrapper class method) unwrap_self() (lale.helpers.val_wrapper method) upper_right_triangle() (in module lale.lib.lale.time_series_transformer)

V

val_wrapper (class in lale.helpers) validate_is_schema() (in module lale.type_checking) validate_method() (in module lale.type_checking) validate_schema() (in module lale.type_checking) (lale.grammar.Grammar method) (lale.grammar.NonTerminal method) (lale.operators.BasePipeline method) (lale.operators.IndividualOp method) (lale.operators.Operator method) (lale.operators.OperatorChoice method) validate_schema_directly() (in module lale.type_checking) vals (lale.search.PGO.FrequencyDistribution attribute) (lale.search.search_space.SearchSpaceEnum attribute) variance() (in module lale.expressions) VarianceThreshold (class in lale.lib.sklearn.variance_threshold) visitOperatorChoice() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) Visitor (class in lale.util.Visitor) VisitorMeta (class in lale.util.VisitorMeta) VisitorPathError visitPlannedIndividualOp() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) visitPlannedPipeline() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) visitSearchSpaceArray() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceBool() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceConstant() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceDict() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method)

visitSearchSpaceEmpty() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceEnum() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceNumber() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceObject() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceOperator() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpacePrimitive() (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceProduct() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitSearchSpaceSum() (lale.search.lale_hyperopt.SearchSpaceHPExprVisitor method) (lale.search.lale_hyperopt.SearchSpaceHPStrVisitor method) (lale.search.search_space_grid.SearchSpaceToGridVisitor method) visitTrainableIndividualOp() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) visitTrainablePipeline() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) visitTrainedIndividualOp() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) visitTrainedPipeline() (lale.search.schema2search_space.SearchSpaceOperatorVisitor method) visualize() (lale.operators.Operator method) VotingClassifier (class in lale.lib.sklearn.voting_classifier) VotingRegressor (class in lale.lib.sklearn.voting_regressor)

W

window_max() (in module lale.expressions) window_max_trend() (in module lale.expressions) window_mean() (in module lale.expressions) window_mean_trend() (in module lale.expressions) window_min() (in module lale.expressions) window_min_trend() (in module lale.expressions) window_variance() (in module lale.expressions)

window_variance_trend() (in module lale.expressions) with_fixed_estimator_name() (in module lale.helpers) with_params() (lale.operators.Operator method) with_structured_params() (in module lale.operators) wrap_imported_operators() (in module lale.operator_wrapper) wrap_operator() (in module lale.operators) write_batch_output_to_file() (in module lale.helpers)

X

XGBClassifier (class in lale.lib.xgboost.xgb_classifier)

XGBRegressor (class in lale.lib.xgboost.xgb_regressor)