LICENSE
README.md
setup.cfg
setup.py
dreamml/__init__.py
dreamml.egg-info/PKG-INFO
dreamml.egg-info/SOURCES.txt
dreamml.egg-info/dependency_links.txt
dreamml.egg-info/requires.txt
dreamml.egg-info/top_level.txt
dreamml/config/__init__.py
dreamml/config/_base_config.py
dreamml/config/_legacy.py
dreamml/config/_resolvers.py
dreamml/config/config.py
dreamml/config/default.yaml
dreamml/config/data/__init__.py
dreamml/config/data/default.yaml
dreamml/config/models/__init__.py
dreamml/config/models/default.yaml
dreamml/config/pipeline/__init__.py
dreamml/config/pipeline/default.yaml
dreamml/config/pipeline/reproducibility/__init__.py
dreamml/config/pipeline/reproducibility/default.yaml
dreamml/config/pipeline/saving/__init__.py
dreamml/config/pipeline/saving/default.yaml
dreamml/config/stages/__init__.py
dreamml/config/stages/default.yaml
dreamml/config/task_defaults/__init__.py
dreamml/config/task_defaults/amts.yaml
dreamml/config/task_defaults/amts_ad.yaml
dreamml/config/task_defaults/anomaly_detection.yaml
dreamml/config/task_defaults/binary.yaml
dreamml/config/task_defaults/multiclass.yaml
dreamml/config/task_defaults/multilabel.yaml
dreamml/config/task_defaults/multiregression.yaml
dreamml/config/task_defaults/phrase_retrieval.yaml
dreamml/config/task_defaults/regression.yaml
dreamml/config/task_defaults/timeseries.yaml
dreamml/config/task_defaults/topic_modeling.yaml
dreamml/config/validation/__init__.py
dreamml/config/validation/default.yaml
dreamml/configs/__init__.py
dreamml/configs/config_checker.py
dreamml/configs/config_storage.py
dreamml/data/__init__.py
dreamml/data/_amts_dataset.py
dreamml/data/_dataset.py
dreamml/data/_encoder.py
dreamml/data/_enums.py
dreamml/data/_hadoop.py
dreamml/data/_transformer.py
dreamml/data/entities.py
dreamml/data/exceptions.py
dreamml/data/store.py
dreamml/deployment/__init__.py
dreamml/deployment/deployment.py
dreamml/features/__init__.py
dreamml/features/categorical/__init__.py
dreamml/features/categorical/_base.py
dreamml/features/categorical/_label_encoder.py
dreamml/features/categorical/_one_hot_encoder.py
dreamml/features/categorical/_ordinal_encoder.py
dreamml/features/categorical/_utils.py
dreamml/features/categorical/categorical_encoder.py
dreamml/features/feature_analysis/__init__.py
dreamml/features/feature_analysis/amts_anslysis.py
dreamml/features/feature_enrichment/__init__.py
dreamml/features/feature_enrichment/get_production_calendar_features.py
dreamml/features/feature_enrichment/timeseries_enrichment.py
dreamml/features/feature_enrichment/timeseries_transforms.py
dreamml/features/feature_extraction/__init__.py
dreamml/features/feature_extraction/_base.py
dreamml/features/feature_extraction/_outliers.py
dreamml/features/feature_extraction/_transformers.py
dreamml/features/feature_selection/__init__.py
dreamml/features/feature_selection/_correlation_feature_selection.py
dreamml/features/feature_selection/_gini_importance.py
dreamml/features/feature_selection/_permutation_importance.py
dreamml/features/feature_selection/_psi_importance.py
dreamml/features/feature_selection/_shap_importance.py
dreamml/features/feature_selection/select_subset_features.py
dreamml/features/feature_selection/shap_importance.py
dreamml/features/feature_vectorization/__init__.py
dreamml/features/feature_vectorization/_bag_of_words.py
dreamml/features/feature_vectorization/_base.py
dreamml/features/feature_vectorization/_fasttext.py
dreamml/features/feature_vectorization/_glove.py
dreamml/features/feature_vectorization/_tfidf.py
dreamml/features/feature_vectorization/_word2vec.py
dreamml/features/text/__init__.py
dreamml/features/text/_base.py
dreamml/features/text/_custom_nlp_augs.py
dreamml/features/text/augmentation.py
dreamml/features/text/transformers/__init__.py
dreamml/features/text/transformers/depersonalizer.py
dreamml/features/text/transformers/digit_eraser.py
dreamml/features/text/transformers/name_eraser.py
dreamml/features/text/transformers/punctuation_eraser.py
dreamml/features/text/transformers/stemmer.py
dreamml/features/text/transformers/text_cleaner.py
dreamml/features/text/transformers/word_filter.py
dreamml/features/text/transformers/word_joiner.py
dreamml/features/text/transformers/word_normalizer.py
dreamml/features/text/transformers/word_splitter.py
dreamml/features/text/transformers/word_synonyms.py
dreamml/logging/__init__.py
dreamml/logging/formatters.py
dreamml/logging/handlers.py
dreamml/logging/logger.py
dreamml/logging/monitoring.py
dreamml/modeling/__init__.py
dreamml/modeling/automodel.py
dreamml/modeling/calibration/__init__.py
dreamml/modeling/calibration/base.py
dreamml/modeling/calibration/binary_algorithms.py
dreamml/modeling/calibration/multilabel_algorithms.py
dreamml/modeling/cv/__init__.py
dreamml/modeling/cv/_cross_validators.py
dreamml/modeling/cv/_validation.py
dreamml/modeling/metrics/__init__.py
dreamml/modeling/metrics/_base_metric.py
dreamml/modeling/metrics/_custom_factory.py
dreamml/modeling/metrics/anomaly_detection.py
dreamml/modeling/metrics/classification.py
dreamml/modeling/metrics/metric_functions.py
dreamml/modeling/metrics/metrics_mapping.py
dreamml/modeling/metrics/names_mapping.py
dreamml/modeling/metrics/regression.py
dreamml/modeling/metrics/topic_modeling.py
dreamml/modeling/metrics/utils.py
dreamml/modeling/models/__init__.py
dreamml/modeling/models/base.py
dreamml/modeling/models/boostaroota.py
dreamml/modeling/models/callbacks/__init__.py
dreamml/modeling/models/callbacks/bert_callbacks.py
dreamml/modeling/models/callbacks/callbacks.py
dreamml/modeling/models/estimators/__init__.py
dreamml/modeling/models/estimators/_amts.py
dreamml/modeling/models/estimators/_autoencoders.py
dreamml/modeling/models/estimators/_base.py
dreamml/modeling/models/estimators/_bertopic.py
dreamml/modeling/models/estimators/_catboost.py
dreamml/modeling/models/estimators/_ensembelda.py
dreamml/modeling/models/estimators/_etna_model.py
dreamml/modeling/models/estimators/_isolation_forest.py
dreamml/modeling/models/estimators/_lama_v_1_3.py
dreamml/modeling/models/estimators/_lda.py
dreamml/modeling/models/estimators/_lightautoml.py
dreamml/modeling/models/estimators/_lightgbm.py
dreamml/modeling/models/estimators/_linear_reg.py
dreamml/modeling/models/estimators/_log_reg.py
dreamml/modeling/models/estimators/_multioutput_wrappers.py
dreamml/modeling/models/estimators/_nbeats.py
dreamml/modeling/models/estimators/_nbeats_revin.py
dreamml/modeling/models/estimators/_pyboost.py
dreamml/modeling/models/estimators/_revin.py
dreamml/modeling/models/estimators/_xgboost.py
dreamml/modeling/models/estimators/boosting_base.py
dreamml/modeling/models/estimators/bert_for_sequence_classification/__init__.py
dreamml/modeling/models/estimators/bert_for_sequence_classification/_bert.py
dreamml/modeling/models/estimators/bert_for_sequence_classification/_bert_utils.py
dreamml/modeling/models/estimators/bert_for_sequence_classification/_dataset.py
dreamml/modeling/models/estimators/bert_for_sequence_classification/_model.py
dreamml/modeling/models/estimators/bert_for_sequence_classification/_trainer.py
dreamml/modeling/models/optimizer/__init__.py
dreamml/modeling/models/optimizer/_bayesian.py
dreamml/modeling/models/optimizer/_bayesian_cv_nlp.py
dreamml/modeling/models/optimizer/_hyperopt.py
dreamml/modeling/models/optimizer/_optuna.py
dreamml/modeling/predictions/__init__.py
dreamml/modeling/predictions/timeseries_inference.py
dreamml/pipeline/__init__.py
dreamml/pipeline/_distributed_grid_params.py
dreamml/pipeline/_utils_configurations.py
dreamml/pipeline/check_point.py
dreamml/pipeline/cv_score.py
dreamml/pipeline/pipeline.py
dreamml/pipeline/pipeline_executor.py
dreamml/pipeline/fitter/__init__.py
dreamml/pipeline/fitter/_amts.py
dreamml/pipeline/fitter/_amts_ad.py
dreamml/pipeline/fitter/_base.py
dreamml/pipeline/fitter/_clustering.py
dreamml/pipeline/fitter/_cv.py
dreamml/pipeline/fitter/_holdout.py
dreamml/pipeline/fitter/_isolation_forest.py
dreamml/pipeline/fitter/utils.py
dreamml/references/__init__.py
dreamml/references/bad_phrases_clean.csv
dreamml/references/production_calendars_2020_2024.json
dreamml/references/reference_config.json
dreamml/references/russian_names_surnames_adj.yaml
dreamml/references/standard_stopwords.yaml
dreamml/references/synonyms.yaml
dreamml/references/nltk_data/corpora/omw-1.4/README
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dreamml/references/nltk_data/corpora/stopwords/english
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dreamml/references/nltk_data/corpora/wordnet/adj.exc
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dreamml/references/nltk_data/grammars/book_grammars/drt.fcfg
dreamml/references/nltk_data/grammars/book_grammars/feat0.fcfg
dreamml/references/nltk_data/grammars/book_grammars/feat1.fcfg
dreamml/references/nltk_data/grammars/book_grammars/german.fcfg
dreamml/references/nltk_data/grammars/book_grammars/simple-sem.fcfg
dreamml/references/nltk_data/grammars/book_grammars/sql0.fcfg
dreamml/references/nltk_data/grammars/book_grammars/sql1.fcfg
dreamml/references/nltk_data/grammars/book_grammars/storage.fcfg
dreamml/references/nltk_data/taggers/averaged_perceptron_tagger.xml
dreamml/references/nltk_data/taggers/averaged_perceptron_tagger.zip
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dreamml/references/nltk_data/tokenizers/punkt.xml
dreamml/references/nltk_data/tokenizers/punkt_tab.xml
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dreamml/reports/__init__.py
dreamml/reports/_amts_ad_metrics.py
dreamml/reports/_amts_metrics.py
dreamml/reports/_classification_metrics.py
dreamml/reports/_regression_metrics.py
dreamml/reports/_topic_modeling_metrics.py
dreamml/reports/kds.py
dreamml/reports/metrics_calculation.py
dreamml/reports/pdf_maker.py
dreamml/reports/report_compiler.py
dreamml/reports/business/__init__.py
dreamml/reports/business/classification.py
dreamml/reports/calibration/__init__.py
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dreamml/reports/calibration/binary.py
dreamml/reports/calibration/format_excel_writer.py
dreamml/reports/calibration/multilabel.py
dreamml/reports/data_statistics/__init__.py
dreamml/reports/data_statistics/calculate_data_statistics_amts.py
dreamml/reports/data_statistics/calculate_data_statistics_topic_modeling.py
dreamml/reports/detailed_metrics/__init__.py
dreamml/reports/detailed_metrics/calculate_detailed_metrics_amts.py
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dreamml/reports/reports/__init__.py
dreamml/reports/reports/_amts_ad_development_report.py
dreamml/reports/reports/_anomaly_detection_dev_report.py
dreamml/reports/reports/_base.py
dreamml/reports/reports/amts_development_report.py
dreamml/reports/reports/classification_development_report.py
dreamml/reports/reports/regression_development_report.py
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dreamml/reports/reports/topic_modeling_dev_report.py
dreamml/services/__init__.py
dreamml/split_testing/__init__.py
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dreamml/stages/__init__.py
dreamml/stages/algo_info.py
dreamml/stages/boostaroota_stage.py
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dreamml/stages/feature_based_stage.py
dreamml/stages/gini_selection_stage.py
dreamml/stages/lama_stage.py
dreamml/stages/model_based_stage.py
dreamml/stages/optimization_stage.py
dreamml/stages/permutation_importance_stage.py
dreamml/stages/stage.py
dreamml/stages/vectorization_stage.py
dreamml/stages/batch_selection/__init__.py
dreamml/stages/batch_selection/batch_selection_model_stage.py
dreamml/stages/batch_selection/batch_selection_reverse.py
dreamml/stages/batch_selection/batch_selection_reverse_with_params.py
dreamml/stages/batch_selection/batch_selection_with_params.py
dreamml/stages/stage_generator/__init__.py
dreamml/stages/stage_generator/generator.py
dreamml/stages/stage_generator/registry.py
dreamml/utils/__init__.py
dreamml/utils/_notebooks.py
dreamml/utils/_time.py
dreamml/utils/bayes_search_cv.py
dreamml/utils/confidence_interval.py
dreamml/utils/create_etna_model.py
dreamml/utils/create_lama_model.py
dreamml/utils/create_oot_potential.py
dreamml/utils/create_whitebox_model.py
dreamml/utils/encode_categorical.py
dreamml/utils/encode_text.py
dreamml/utils/errors.py
dreamml/utils/get_last_experiment_directory.py
dreamml/utils/get_n_iterartions.py
dreamml/utils/loading_utils.py
dreamml/utils/make_weights_for_balanced_classes.py
dreamml/utils/optimizer_selector.py
dreamml/utils/phrase_retrieval.py
dreamml/utils/prepare_artifacts_config.py
dreamml/utils/saver.py
dreamml/utils/sbertpunccase.py
dreamml/utils/serialize.py
dreamml/utils/spark_init.py
dreamml/utils/spark_session_configuration.py
dreamml/utils/spark_utils.py
dreamml/utils/splitter.py
dreamml/utils/styling.py
dreamml/utils/switch_pipeline.py
dreamml/utils/temporary_directory.py
dreamml/utils/vectorization_eval_set.py
dreamml/utils/warnings.py
dreamml/validation/__init__.py
dreamml/validation/_base.py
dreamml/validation/_task_description.py
dreamml/validation/deepchecks_wrapper.py
dreamml/validation/classification/__init__.py
dreamml/validation/classification/_boosting_overfit_test.py
dreamml/validation/classification/_calibration_score_test.py
dreamml/validation/classification/_ciec_test.py
dreamml/validation/classification/_confusion_matrix_report_test.py
dreamml/validation/classification/_data_statistics.py
dreamml/validation/classification/_f_test.py
dreamml/validation/classification/_gini_test.py
dreamml/validation/classification/_ks_test.py
dreamml/validation/classification/_model_inference_time_test.py
dreamml/validation/classification/_permutation_importance.py
dreamml/validation/classification/_prediction_drift_test.py
dreamml/validation/classification/_roc_report_test.py
dreamml/validation/classification/_segment_performance_test.py
dreamml/validation/classification/_simple_model_comparison_test.py
dreamml/validation/classification/_single_dataset_performance_test.py
dreamml/validation/classification/_train_test_performance_test.py
dreamml/validation/classification/report_classification.py
dreamml/validation/nlp/__init__.py
dreamml/validation/nlp/classification/__init__.py
dreamml/validation/nlp/classification/part_3_specification/__init__.py
dreamml/validation/nlp/classification/part_3_specification/test_3_1_tokens_importance_check.py
dreamml/validation/wrappers/__init__.py
dreamml/validation/wrappers/_estimator.py
dreamml/validation/wrappers/_wrapper_automl.py
dreamml/validation/wrappers/_wrapper_calibration.py
dreamml/validation/wrappers/_wrapper_catboost.py
dreamml/validation/wrappers/_wrapper_lightgbm.py
dreamml/validation/wrappers/_wrapper_logreg.py
dreamml/validation/wrappers/_wrapper_pyboost.py
dreamml/validation/wrappers/_wrapper_xgboost.py
dreamml/visualization/__init__.py
dreamml/visualization/plots.py