LICENSE.md
MANIFEST.in
README.rst
setup.py
examples/__init__.py
examples/project_import_export.py
examples/advanced/__init__.py
examples/advanced/additional_learning.py
examples/advanced/evo_operators_comparison.py
examples/advanced/gpu_example.py
examples/advanced/multi_modal_pipeline.py
examples/advanced/multimodal_text_num_example.py
examples/advanced/multiobj_optimisation.py
examples/advanced/multitask_classification_regression.py
examples/advanced/parallelization_comparison.py
examples/advanced/pipeline_sensitivity.py
examples/advanced/profiler_example.py
examples/advanced/surrogate_optimization.py
examples/advanced/automl/__init__.py
examples/advanced/automl/h2o_example.py
examples/advanced/automl/pipeline_from_automl.py
examples/advanced/automl/tpot_example.py
examples/advanced/automl/tpot_vs_fedot.py
examples/advanced/decompose/__init__.py
examples/advanced/decompose/classification_refinement_example.py
examples/advanced/decompose/refinement_forecast_example.py
examples/advanced/decompose/regression_refinement_example.py
examples/advanced/fedot_based_solutions/__init__.py
examples/advanced/fedot_based_solutions/external_optimizer.py
examples/advanced/remote_execution/__init__.py
examples/advanced/remote_execution/remote_fit_example.py
examples/advanced/remote_execution/ts_composer_with_integration.py
examples/advanced/structural_analysis/__init__.py
examples/advanced/structural_analysis/complex_analysis_with_requirements.py
examples/advanced/structural_analysis/dataset_access.py
examples/advanced/structural_analysis/pipelines_access.py
examples/advanced/structural_analysis/structural_analysis_example.py
examples/advanced/time_series_forecasting/__init__.py
examples/advanced/time_series_forecasting/composing_pipelines.py
examples/advanced/time_series_forecasting/custom_model_tuning.py
examples/advanced/time_series_forecasting/exogenous.py
examples/advanced/time_series_forecasting/multi_ts_arctic_forecasting.py
examples/advanced/time_series_forecasting/multistep.py
examples/advanced/time_series_forecasting/nemo.py
examples/advanced/time_series_forecasting/nemo_multiple.py
examples/advanced/time_series_forecasting/prediction_intervals.py
examples/advanced/time_series_forecasting/sparse_lagged_tuning.py
examples/real_cases/__init__.py
examples/real_cases/dataset_preparation.py
examples/real_cases/kc2_sourcecode_defects_classification.py
examples/real_cases/metocean_forecasting_problem.py
examples/real_cases/multi_target_levels_forecasting.py
examples/real_cases/multi_ts_level_forecasting.py
examples/real_cases/multivariate_ts_forecasting.py
examples/real_cases/spam_detection.py
examples/real_cases/time_series_gapfilling_case.py
examples/real_cases/credit_scoring/__init__.py
examples/real_cases/credit_scoring/credit_scoring_problem.py
examples/real_cases/credit_scoring/credit_scoring_problem_multiobj.py
examples/real_cases/data/__init__.py
examples/real_cases/data/data_utils.py
examples/real_cases/river_levels_prediction/__init__.py
examples/real_cases/river_levels_prediction/river_level_case_composer.py
examples/real_cases/river_levels_prediction/river_level_case_manual.py
examples/simple/__init__.py
examples/simple/pipeline_and_history_visualization.py
examples/simple/pipeline_import_export.py
examples/simple/pipeline_log.py
examples/simple/pipeline_tune.py
examples/simple/pipeline_tuning_with_iopt.py
examples/simple/pipeline_visualization.py
examples/simple/api_builder/__init__.py
examples/simple/api_builder/classification_with_api_builder.py
examples/simple/api_builder/multiple_ts_forecasting_tasks.py
examples/simple/classification/__init__.py
examples/simple/classification/api_classification.py
examples/simple/classification/classification_pipelines.py
examples/simple/classification/classification_with_tuning.py
examples/simple/classification/image_classification_problem.py
examples/simple/classification/multiclass_prediction.py
examples/simple/classification/resample_example.py
examples/simple/cli_application/__init__.py
examples/simple/cli_application/cli_call_example.py
examples/simple/interpretable/__init__.py
examples/simple/interpretable/api_explain.py
examples/simple/interpretable/pipeline_explain.py
examples/simple/regression/__init__.py
examples/simple/regression/api_regression.py
examples/simple/regression/regression_pipelines.py
examples/simple/regression/regression_with_tuning.py
examples/simple/time_series_forecasting/__init__.py
examples/simple/time_series_forecasting/api_forecasting.py
examples/simple/time_series_forecasting/cgru.py
examples/simple/time_series_forecasting/fitted_values.py
examples/simple/time_series_forecasting/gapfilling.py
examples/simple/time_series_forecasting/ts_pipelines.py
examples/simple/time_series_forecasting/tuning_pipelines.py
fedot/__init__.py
fedot/version.py
fedot.egg-info/PKG-INFO
fedot.egg-info/SOURCES.txt
fedot.egg-info/dependency_links.txt
fedot.egg-info/requires.txt
fedot.egg-info/top_level.txt
fedot/api/__init__.py
fedot/api/builder.py
fedot/api/fedot_cli.py
fedot/api/help.py
fedot/api/main.py
fedot/api/time.py
fedot/api/api_utils/__init__.py
fedot/api/api_utils/api_composer.py
fedot/api/api_utils/api_data.py
fedot/api/api_utils/api_params_repository.py
fedot/api/api_utils/data_definition.py
fedot/api/api_utils/input_analyser.py
fedot/api/api_utils/params.py
fedot/api/api_utils/predefined_model.py
fedot/api/api_utils/presets.py
fedot/api/api_utils/assumptions/__init__.py
fedot/api/api_utils/assumptions/assumptions_builder.py
fedot/api/api_utils/assumptions/assumptions_handler.py
fedot/api/api_utils/assumptions/operations_filter.py
fedot/api/api_utils/assumptions/preprocessing_builder.py
fedot/api/api_utils/assumptions/task_assumptions.py
fedot/core/__init__.py
fedot/core/constants.py
fedot/core/utils.py
fedot/core/caching/__init__.py
fedot/core/caching/base_cache.py
fedot/core/caching/base_cache_db.py
fedot/core/caching/pipelines_cache.py
fedot/core/caching/pipelines_cache_db.py
fedot/core/caching/preprocessing_cache.py
fedot/core/caching/preprocessing_cache_db.py
fedot/core/composer/__init__.py
fedot/core/composer/composer.py
fedot/core/composer/composer_builder.py
fedot/core/composer/meta_rules.py
fedot/core/composer/metrics.py
fedot/core/composer/random_composer.py
fedot/core/composer/gp_composer/__init__.py
fedot/core/composer/gp_composer/gp_composer.py
fedot/core/composer/gp_composer/specific_operators.py
fedot/core/data/__init__.py
fedot/core/data/array_utilities.py
fedot/core/data/cv_folds.py
fedot/core/data/data.py
fedot/core/data/data_detection.py
fedot/core/data/data_preprocessing.py
fedot/core/data/data_split.py
fedot/core/data/load_data.py
fedot/core/data/multi_modal.py
fedot/core/data/supplementary_data.py
fedot/core/data/visualisation.py
fedot/core/data/merge/__init__.py
fedot/core/data/merge/data_merger.py
fedot/core/data/merge/supplementary_data_merger.py
fedot/core/operations/__init__.py
fedot/core/operations/atomized_model.py
fedot/core/operations/atomized_template.py
fedot/core/operations/automl.py
fedot/core/operations/data_operation.py
fedot/core/operations/factory.py
fedot/core/operations/hyperparameters_preprocessing.py
fedot/core/operations/model.py
fedot/core/operations/operation.py
fedot/core/operations/operation_parameters.py
fedot/core/operations/operation_template.py
fedot/core/operations/evaluation/__init__.py
fedot/core/operations/evaluation/automl.py
fedot/core/operations/evaluation/boostings.py
fedot/core/operations/evaluation/classification.py
fedot/core/operations/evaluation/clustering.py
fedot/core/operations/evaluation/common_preprocessing.py
fedot/core/operations/evaluation/custom.py
fedot/core/operations/evaluation/data_source.py
fedot/core/operations/evaluation/evaluation_interfaces.py
fedot/core/operations/evaluation/regression.py
fedot/core/operations/evaluation/text.py
fedot/core/operations/evaluation/time_series.py
fedot/core/operations/evaluation/gpu/__init__.py
fedot/core/operations/evaluation/gpu/classification.py
fedot/core/operations/evaluation/gpu/clustering.py
fedot/core/operations/evaluation/gpu/common.py
fedot/core/operations/evaluation/gpu/regression.py
fedot/core/operations/evaluation/operation_implementations/__init__.py
fedot/core/operations/evaluation/operation_implementations/implementation_interfaces.py
fedot/core/operations/evaluation/operation_implementations/data_operations/__init__.py
fedot/core/operations/evaluation/operation_implementations/data_operations/categorical_encoders.py
fedot/core/operations/evaluation/operation_implementations/data_operations/decompose.py
fedot/core/operations/evaluation/operation_implementations/data_operations/sklearn_filters.py
fedot/core/operations/evaluation/operation_implementations/data_operations/sklearn_imbalanced_class.py
fedot/core/operations/evaluation/operation_implementations/data_operations/sklearn_selectors.py
fedot/core/operations/evaluation/operation_implementations/data_operations/sklearn_transformations.py
fedot/core/operations/evaluation/operation_implementations/data_operations/text_preprocessing.py
fedot/core/operations/evaluation/operation_implementations/data_operations/text_pretrained.py
fedot/core/operations/evaluation/operation_implementations/data_operations/ts_transformations.py
fedot/core/operations/evaluation/operation_implementations/data_operations/topological/__init__.py
fedot/core/operations/evaluation/operation_implementations/data_operations/topological/fast_topological_extractor.py
fedot/core/operations/evaluation/operation_implementations/models/__init__.py
fedot/core/operations/evaluation/operation_implementations/models/boostings_implementations.py
fedot/core/operations/evaluation/operation_implementations/models/custom_model.py
fedot/core/operations/evaluation/operation_implementations/models/discriminant_analysis.py
fedot/core/operations/evaluation/operation_implementations/models/keras.py
fedot/core/operations/evaluation/operation_implementations/models/knn.py
fedot/core/operations/evaluation/operation_implementations/models/svc.py
fedot/core/operations/evaluation/operation_implementations/models/ts_implementations/__init__.py
fedot/core/operations/evaluation/operation_implementations/models/ts_implementations/arima.py
fedot/core/operations/evaluation/operation_implementations/models/ts_implementations/cgru.py
fedot/core/operations/evaluation/operation_implementations/models/ts_implementations/naive.py
fedot/core/operations/evaluation/operation_implementations/models/ts_implementations/poly.py
fedot/core/operations/evaluation/operation_implementations/models/ts_implementations/statsmodels.py
fedot/core/optimisers/__init__.py
fedot/core/optimisers/objective/__init__.py
fedot/core/optimisers/objective/data_objective_eval.py
fedot/core/optimisers/objective/data_source_splitter.py
fedot/core/optimisers/objective/metrics_objective.py
fedot/core/optimisers/objective/objective_serialization.py
fedot/core/pipelines/__init__.py
fedot/core/pipelines/adapters.py
fedot/core/pipelines/automl_wrappers.py
fedot/core/pipelines/node.py
fedot/core/pipelines/pipeline.py
fedot/core/pipelines/pipeline_advisor.py
fedot/core/pipelines/pipeline_builder.py
fedot/core/pipelines/pipeline_composer_requirements.py
fedot/core/pipelines/pipeline_graph_generation_params.py
fedot/core/pipelines/pipeline_node_factory.py
fedot/core/pipelines/random_pipeline_factory.py
fedot/core/pipelines/template.py
fedot/core/pipelines/ts_wrappers.py
fedot/core/pipelines/verification.py
fedot/core/pipelines/verification_rules.py
fedot/core/pipelines/prediction_intervals/__init__.py
fedot/core/pipelines/prediction_intervals/graph_distance.py
fedot/core/pipelines/prediction_intervals/main.py
fedot/core/pipelines/prediction_intervals/metrics.py
fedot/core/pipelines/prediction_intervals/params.py
fedot/core/pipelines/prediction_intervals/pipeline_constraints.py
fedot/core/pipelines/prediction_intervals/ts_mutation.py
fedot/core/pipelines/prediction_intervals/tuners.py
fedot/core/pipelines/prediction_intervals/utils.py
fedot/core/pipelines/prediction_intervals/visualization.py
fedot/core/pipelines/prediction_intervals/solvers/__init__.py
fedot/core/pipelines/prediction_intervals/solvers/best_pipelines_quantiles.py
fedot/core/pipelines/prediction_intervals/solvers/last_generation_quantile_loss.py
fedot/core/pipelines/prediction_intervals/solvers/mutation_of_best_pipeline.py
fedot/core/pipelines/tuning/__init__.py
fedot/core/pipelines/tuning/hyperparams.py
fedot/core/pipelines/tuning/search_space.py
fedot/core/pipelines/tuning/timer.py
fedot/core/pipelines/tuning/tuner_builder.py
fedot/core/repository/__init__.py
fedot/core/repository/dataset_types.py
fedot/core/repository/default_params_repository.py
fedot/core/repository/graph_operation_repository.py
fedot/core/repository/json_evaluation.py
fedot/core/repository/metrics_repository.py
fedot/core/repository/operation_types_repository.py
fedot/core/repository/pipeline_operation_repository.py
fedot/core/repository/tasks.py
fedot/core/repository/data/automl_repository.json
fedot/core/repository/data/data_operation_repository.json
fedot/core/repository/data/default_operation_params.json
fedot/core/repository/data/gpu_models_repository.json
fedot/core/repository/data/model_repository.json
fedot/core/visualisation/__init__.py
fedot/core/visualisation/pipeline_specific_visuals.py
fedot/explainability/__init__.py
fedot/explainability/explainer_template.py
fedot/explainability/explainers.py
fedot/explainability/surrogate_explainer.py
fedot/preprocessing/__init__.py
fedot/preprocessing/base_preprocessing.py
fedot/preprocessing/categorical.py
fedot/preprocessing/data_type_check.py
fedot/preprocessing/data_types.py
fedot/preprocessing/dummy_preprocessing.py
fedot/preprocessing/preprocessing.py
fedot/preprocessing/structure.py
fedot/remote/__init__.py
fedot/remote/pipeline_run_config.py
fedot/remote/remote_evaluator.py
fedot/remote/run_pipeline.py
fedot/remote/infrastructure/__init__.py
fedot/remote/infrastructure/clients/__init__.py
fedot/remote/infrastructure/clients/client.py
fedot/remote/infrastructure/clients/datamall_client.py
fedot/remote/infrastructure/clients/test_client.py
fedot/structural_analysis/__init__.py
fedot/structural_analysis/sa_requirements.py
fedot/structural_analysis/operations_hp_sensitivity/__init__.py
fedot/structural_analysis/operations_hp_sensitivity/multi_operations_sensitivity.py
fedot/structural_analysis/operations_hp_sensitivity/one_operation_sensitivity.py
fedot/structural_analysis/operations_hp_sensitivity/problem.py
fedot/structural_analysis/operations_hp_sensitivity/sa_and_sample_methods.py
fedot/utilities/__init__.py
fedot/utilities/composer_timer.py
fedot/utilities/custom_errors.py
fedot/utilities/debug.py
fedot/utilities/define_metric_by_task.py
fedot/utilities/golem_imports_transition.py
fedot/utilities/memory.py
fedot/utilities/pattern_wrappers.py
fedot/utilities/project_import_export.py
fedot/utilities/random.py
fedot/utilities/synth_dataset_generator.py
fedot/utilities/ts_gapfilling.py
fedot/utilities/window_size_selector.py
test/test_gpu_strategy.py