├── .devcontainer └── devcontainer.json ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── questions.md └── workflows │ ├── lint.yml │ ├── publish.yml │ ├── test.yml │ └── testwin.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── LICENSE ├── Makefile ├── README.md ├── RELEASE.md ├── docs ├── Makefile ├── _static │ └── logo_doc.svg ├── _templates │ ├── class.rst │ ├── package.rst_t │ └── toc.rst_t ├── api.rst ├── api │ ├── tune.api.rst │ ├── tune.concepts.flow.rst │ ├── tune.concepts.rst │ ├── tune.concepts.space.rst │ ├── tune.iterative.rst │ ├── tune.noniterative.rst │ ├── tune.rst │ ├── tune_hyperopt.rst │ ├── tune_notebook.rst │ ├── tune_optuna.rst │ ├── tune_sklearn.rst │ ├── tune_tensorflow.rst │ └── tune_test.rst ├── conf.py ├── index.rst ├── introduction.rst ├── make.bat ├── notebooks │ ├── checkpoint.ipynb │ ├── noniterative.ipynb │ ├── noniterative_objective.ipynb │ ├── noniterative_optimizers.ipynb │ ├── space.ipynb │ └── tune_dataset.ipynb ├── short_tutorials.rst └── top_api.rst ├── images └── logo.svg ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests ├── __init__.py ├── tune │ ├── __init__.py │ ├── _utils │ │ ├── __init__.py │ │ ├── test_collections.py │ │ ├── test_execution.py │ │ ├── test_math.py │ │ └── test_values.py │ ├── api │ │ ├── __init__.py │ │ └── test_factory.py │ ├── concepts │ │ ├── __init__.py │ │ ├── space │ │ │ ├── __init__.py │ │ │ ├── test_parameters.py │ │ │ └── test_space.py │ │ ├── test_checkpoint.py │ │ ├── test_dataset.py │ │ ├── test_flow.py │ │ └── test_logger.py │ ├── iterative │ │ ├── __init__.py │ │ ├── test_asha.py │ │ ├── test_objective.py │ │ ├── test_sha.py │ │ └── test_study.py │ └── noniterative │ │ ├── __init__.py │ │ ├── test_convert.py │ │ ├── test_stopper.py │ │ └── test_study.py ├── tune_hyperopt │ ├── __init__.py │ └── test_local_optimizer.py ├── tune_notebook │ ├── __init__.py │ └── test_monitors.py ├── tune_optuna │ ├── __init__.py │ └── test_local_optimizer.py ├── tune_sklearn │ ├── __init__.py │ ├── test_objective.py │ ├── test_suggest.py │ └── test_utils.py └── tune_tensorflow │ ├── __init__.py │ ├── mock.py │ ├── test_objective.py │ ├── test_suggest.py │ └── test_utils.py ├── tune ├── __init__.py ├── _utils │ ├── __init__.py │ ├── collections.py │ ├── execution.py │ ├── math.py │ ├── serialization.py │ ├── test.py │ └── values.py ├── api │ ├── __init__.py │ ├── factory.py │ ├── optimize.py │ └── suggest.py ├── concepts │ ├── __init__.py │ ├── checkpoint.py │ ├── dataset.py │ ├── flow │ │ ├── __init__.py │ │ ├── judge.py │ │ ├── report.py │ │ └── trial.py │ ├── logger.py │ └── space │ │ ├── __init__.py │ │ ├── parameters.py │ │ └── spaces.py ├── constants.py ├── exceptions.py ├── iterative │ ├── __init__.py │ ├── asha.py │ ├── objective.py │ ├── sha.py │ └── study.py └── noniterative │ ├── __init__.py │ ├── convert.py │ ├── objective.py │ ├── stopper.py │ └── study.py ├── tune_hyperopt ├── __init__.py └── optimizer.py ├── tune_mlflow ├── __init__.py └── loggers.py ├── tune_notebook ├── __init__.py └── monitors.py ├── tune_optuna ├── __init__.py └── optimizer.py ├── tune_sklearn ├── __init__.py ├── objective.py ├── suggest.py └── utils.py ├── tune_tensorflow ├── __init__.py ├── objective.py ├── spec.py ├── suggest.py └── utils.py ├── tune_test ├── __init__.py └── local_optmizer.py ├── tune_version └── __init__.py └── tune_wandb ├── __init__.py └── loggers.py /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fugue-project/tune/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fugue-project/tune/HEAD/.github/ISSUE_TEMPLATE/bug_report.md 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