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_drugscom() (in module lale.datasets.uci.uci_datasets) 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) fixedUnparse() (in module lale.expressions) FixUnparser (class in lale.expressions) 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.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) 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.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.SearchSpaceBool attribute) (lale.search.search_space.SearchSpaceConstant 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) 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.AllOf attribute) (lale.schemas.AnyOf attribute) (lale.schemas.Array attribute) (lale.schemas.Bool attribute) (lale.schemas.Enum attribute) (lale.schemas.Float attribute) (lale.schemas.Int attribute) (lale.schemas.JSON attribute) (lale.schemas.Not attribute) (lale.schemas.Null attribute) (lale.schemas.Object attribute) (lale.schemas.Schema attribute) (lale.schemas.String 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.SearchSpaceBool attribute) (lale.search.search_space.SearchSpaceConstant 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)