├── .coveragerc ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── .travis.yml ├── AUTHORS.md ├── CHANGELOG.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── Makefile ├── _static │ └── style.css ├── api_essentials.rst ├── complete_api.rst ├── conf.py ├── examples.rst ├── file_structure_overview.rst ├── index.rst ├── installation.rst ├── library_compatibility.rst ├── make.bat ├── media │ └── overview.gif ├── quick_start.rst ├── source │ ├── hyperparameter_hunter.callbacks.rst │ ├── hyperparameter_hunter.callbacks.wranglers.rst │ ├── hyperparameter_hunter.data.data_chunks.rst │ ├── hyperparameter_hunter.data.rst │ ├── hyperparameter_hunter.io.rst │ ├── hyperparameter_hunter.keys.rst │ ├── hyperparameter_hunter.library_helpers.rst │ ├── hyperparameter_hunter.optimization.backends.rst │ ├── hyperparameter_hunter.optimization.backends.skopt.rst │ ├── hyperparameter_hunter.optimization.rst │ ├── hyperparameter_hunter.rst │ ├── hyperparameter_hunter.space.rst │ ├── hyperparameter_hunter.utils.rst │ └── modules.rst └── why_use_hyperparameter_hunter.rst ├── examples ├── README.md ├── _example_runner.py ├── advanced_examples │ ├── do_full_save_example.py │ ├── environment_params.json │ ├── environment_params_path_example.py │ ├── holdout_test_datasets_example.py │ ├── lambda_callback_example.py │ ├── multi_metric_example.ipynb │ ├── multi_metric_example.py │ ├── recorder_example.py │ └── save_model_callback.py ├── catboost_examples │ ├── classification.ipynb │ ├── classification.py │ ├── regression.ipynb │ └── regression.py ├── extended_example.ipynb ├── feature_engineering_examples │ ├── imblearn_resampling_example.py │ ├── olivier_porto_seguro_kaggle.py │ └── target_transform_inverse_example.py ├── functionality_example.py ├── keras_examples │ ├── experiment_example.py │ ├── image_classification_example.py │ ├── mnist_example.py │ ├── multi_classification_example.py │ └── optimization_example.py ├── lightgbm_examples │ ├── classification.ipynb │ ├── classification.py │ ├── regression.ipynb │ └── regression.py ├── rgf_examples │ ├── classification.ipynb │ ├── classification.py │ ├── regression.ipynb │ └── regression.py ├── simple_experiment_example.py ├── simple_optimization_example.py ├── sklearn_examples │ ├── class_weight.py │ ├── classification.ipynb │ └── classification.py └── xgboost_examples │ ├── classification.ipynb │ ├── classification.py │ ├── regression.ipynb │ └── regression.py ├── hyperparameter_hunter ├── VERSION ├── __init__.py ├── algorithm_handlers.py ├── callbacks │ ├── __init__.py │ ├── aggregators.py │ ├── bases.py │ ├── evaluators.py │ ├── loggers.py │ ├── recipes.py │ └── wranglers │ │ ├── __init__.py │ │ ├── input_wranglers.py │ │ ├── predictors.py │ │ └── target_wranglers.py ├── compat │ ├── __init__.py │ ├── keras_helper.py │ └── keras_optimization_helper.py ├── data │ ├── __init__.py │ ├── data_chunks │ │ ├── __init__.py │ │ ├── input_chunks.py │ │ ├── prediction_chunks.py │ │ └── target_chunks.py │ ├── data_core.py │ └── datasets.py ├── environment.py ├── experiment_core.py ├── experiments.py ├── feature_engineering.py ├── i_o │ ├── __init__.py │ ├── exceptions.py │ ├── leaderboards.py │ ├── recorders.py │ ├── reporting.py │ └── result_reader.py ├── importer.py ├── keys │ ├── __init__.py │ ├── hashing.py │ └── makers.py ├── metrics.py ├── models.py ├── optimization │ ├── __init__.py │ ├── backends │ │ ├── __init__.py │ │ └── skopt │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── engine.py │ │ │ └── protocols.py │ └── protocol_core.py ├── sentinels.py ├── settings.py ├── space │ ├── __init__.py │ ├── dimensions.py │ └── space_core.py ├── tracers.py └── utils │ ├── __init__.py │ ├── boltons_utils.py │ ├── file_utils.py │ ├── general_utils.py │ ├── learning_utils.py │ ├── optimization_utils.py │ ├── parsing_utils.py │ ├── result_utils.py │ └── version_utils.py ├── makefile ├── pyproject.toml ├── requirements.txt ├── scripts ├── clean.sh ├── dev.sh ├── docstr_coverage.sh ├── env.sh ├── ml_install.sh ├── release.sh ├── setup.sh ├── test.sh └── test_nonsmoking.sh ├── setup.py └── tests ├── README.md ├── conftest.py ├── file_resources └── optimization_utils_tests │ └── GlobalLeaderboard0.csv ├── integration_tests ├── feature_engineering │ ├── test_both_stages_transform.py │ ├── test_feature_optimization.py │ ├── test_intra_cv_target_transform.py │ ├── test_pre_cv.py │ ├── test_saved_engineer_step.py │ └── test_support.py ├── test_data_wranglers.py ├── test_lambda_callback.py └── test_optimization_space.py ├── smoke_tests ├── test_general.py ├── test_keras.py ├── test_lightgbm.py └── test_xgboost.py ├── test_callbacks ├── test_bases.py └── test_predictors.py ├── test_data └── test_data_core.py ├── test_environment.py ├── test_experiments.py ├── test_feature_engineering.py ├── test_i_o ├── test_reporting.py └── test_result_reader.py ├── test_keras_helper.py ├── test_keras_optimization_helper.py ├── 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