lale package

Subpackages

• lale.datasets package
  • Subpackages
    • lale.datasets.openml package
      • Submodules
        • lale.datasets.openml.openml_datasets module
      • Module contents
    • lale.datasets.uci package
      • Submodules
        • lale.datasets.uci.uci_datasets module
      • Module contents
  • Submodules
    • lale.datasets.data_schemas module
    • lale.datasets.movie_review module
    • lale.datasets.sklearn_to_pandas module
  • Module contents
• lale.lib package
  • Subpackages
    • lale.lib.aif360 package
      • Submodules
        • lale.lib.aif360.disparate_impact_remover module
      • Module contents
    • lale.lib.autogen package
      • Submodules
        • lale.lib.autogen.ada_boost_classifier module
        • lale.lib.autogen.ada_boost_regressor 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.decision_tree_classifier module
        • lale.lib.autogen.decision_tree_regressor module
        • lale.lib.autogen.dictionary_learning module
        • lale.lib.autogen.elastic_net module
        • lale.lib.autogen.elastic_net_cv module
        • lale.lib.autogen.extra_trees_classifier module
        • lale.lib.autogen.extra_trees_regressor module
        • lale.lib.autogen.factor_analysis module
        • lale.lib.autogen.fast_ica module
        • lale.lib.autogen.function_transformer module
        • lale.lib.autogen.gaussian_nb 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.gradient_boosting_classifier module
        • lale.lib.autogen.gradient_boosting_regressor module
        • lale.lib.autogen.huber_regressor module
        • lale.lib.autogen.incremental_pca module
        • lale.lib.autogen.isomap module
        • lale.lib.autogen.k_bins_discretizer module
        • lale.lib.autogen.k_means module
        • lale.lib.autogen.k_neighbors_classifier module
        • lale.lib.autogen.k_neighbors_regressor 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.linear_regression module
        • lale.lib.autogen.linear_svc module
        • lale.lib.autogen.linear_svr module
        • lale.lib.autogen.locally_linear_embedding module
        • lale.lib.autogen.logistic_regression module
        • lale.lib.autogen.logistic_regression_cv module
        • lale.lib.autogen.max_abs_scaler module
        • lale.lib.autogen.min_max_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.missing_indicator module
        • lale.lib.autogen.mlp_classifier 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.multinomial_nb module
        • lale.lib.autogen.nearest_centroid module
        • lale.lib.autogen.nmf module
        • lale.lib.autogen.normalizer module
        • lale.lib.autogen.nu_svc module
        • lale.lib.autogen.nu_svr module
        • lale.lib.autogen.nystroem module
        • lale.lib.autogen.one_hot_encoder module
        • lale.lib.autogen.ordinal_encoder module
        • lale.lib.autogen.orthogonal_matching_pursuit module
        • lale.lib.autogen.orthogonal_matching_pursuit_cv module
        • lale.lib.autogen.passive_aggressive_classifier module
        • lale.lib.autogen.passive_aggressive_regressor module
        • lale.lib.autogen.pca 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.polynomial_features module
        • lale.lib.autogen.power_transformer module
        • lale.lib.autogen.quadratic_discriminant_analysis module
        • lale.lib.autogen.quantile_transformer module
        • lale.lib.autogen.radius_neighbors_classifier module
        • lale.lib.autogen.radius_neighbors_regressor module
        • lale.lib.autogen.random_forest_classifier module
        • lale.lib.autogen.random_forest_regressor module
        • lale.lib.autogen.ransac_regressor module
        • lale.lib.autogen.rbf_sampler module
        • lale.lib.autogen.ridge module
        • lale.lib.autogen.ridge_classifier module
        • lale.lib.autogen.ridge_classifier_cv module
        • lale.lib.autogen.ridge_cv module
        • lale.lib.autogen.robust_scaler module
        • lale.lib.autogen.sgd_classifier module
        • lale.lib.autogen.sgd_regressor module
        • lale.lib.autogen.simple_imputer module
        • lale.lib.autogen.skewed_chi2_sampler module
        • lale.lib.autogen.sparse_pca module
        • lale.lib.autogen.sparse_random_projection module
        • lale.lib.autogen.standard_scaler module
        • lale.lib.autogen.svc module
        • lale.lib.autogen.svr module
        • lale.lib.autogen.theil_sen_regressor module
        • lale.lib.autogen.transformed_target_regressor module
        • lale.lib.autogen.truncated_svd module
      • Module contents
    • lale.lib.lale package
      • Submodules
        • lale.lib.lale.batching module
        • lale.lib.lale.concat_features module
        • lale.lib.lale.hyperopt_classifier module
        • lale.lib.lale.hyperopt_regressor module
        • lale.lib.lale.keep_non_numbers module
        • lale.lib.lale.keep_numbers module
        • lale.lib.lale.no_op module
        • lale.lib.lale.project module
        • lale.lib.lale.sample_based_voting module
        • lale.lib.lale.time_series_transformer module
      • Module contents
    • lale.lib.lightgbm package
      • Submodules
        • lale.lib.lightgbm.lgbm_classifier module
        • lale.lib.lightgbm.lgbm_regressor module
      • Module contents
    • lale.lib.pytorch package
      • Submodules
        • lale.lib.pytorch.bert_pretrained_encoder module
        • lale.lib.pytorch.resnet module
      • Module contents
    • lale.lib.sklearn package
      • Submodules
        • lale.lib.sklearn.decision_tree_classifier module
        • lale.lib.sklearn.decision_tree_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.gaussian_nb module
        • lale.lib.sklearn.gradient_boosting_classifier module
        • lale.lib.sklearn.gradient_boosting_regressor module
        • lale.lib.sklearn.k_neighbors_classifier module
        • lale.lib.sklearn.linear_regression module
        • lale.lib.sklearn.linear_svc module
        • lale.lib.sklearn.logistic_regression module
        • lale.lib.sklearn.min_max_scaler module
        • lale.lib.sklearn.mlp_classifier 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.passive_aggressive_classifier module
        • lale.lib.sklearn.pca module
        • lale.lib.sklearn.polynomial_features module
        • lale.lib.sklearn.quadratic_discriminant_analysis 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.robust_scaler module
        • lale.lib.sklearn.simple_imputer module
        • lale.lib.sklearn.standard_scaler module
        • lale.lib.sklearn.svc module
        • lale.lib.sklearn.tfidf_vectorizer module
      • Module contents
    • lale.lib.spacy package
      • Submodules
        • lale.lib.spacy.glove_embedding_encoder module
      • Module contents
    • lale.lib.tensorflow package
      • Submodules
        • lale.lib.tensorflow.use_pretrained_encoder module
      • Module contents
    • lale.lib.xgboost package
      • Submodules
        • lale.lib.xgboost.xgb_classifier module
        • lale.lib.xgboost.xgb_regressor module
      • Module contents
  • Module contents
• lale.search package
  • Submodules
    • lale.search.GridSearchCV module
    • lale.search.HP module
    • lale.search.PGO module
    • lale.search.SMAC module
    • lale.search.op2hp module
    • lale.search.schema2search_space module
    • lale.search.search_space module
    • lale.search.search_space_grid module
  • Module contents
• lale.util package
  • Submodules
    • lale.util.Visitor module
    • lale.util.VisitorMeta module
    • lale.util.batch_data_dictionary_dataset module
    • lale.util.hdf5_to_torch_dataset module
    • lale.util.numpy_to_torch_dataset module
  • Module contents

Submodules

• lale.helpers module
• lale.json_operator 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.sklearn_compat module

Module contents