├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md └── workflows │ ├── build_docs.yml │ ├── format_and_lint.yml │ ├── python-publish.yml │ └── run_tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── bayes_opt ├── __init__.py ├── acquisition.py ├── bayesian_optimization.py ├── constraint.py ├── domain_reduction.py ├── exception.py ├── logger.py ├── parameter.py ├── py.typed ├── target_space.py └── util.py ├── docsrc ├── Makefile ├── conf.py ├── func.ico ├── index.rst ├── make.bat ├── reference │ ├── acquisition.rst │ ├── acquisition │ │ ├── ConstantLiar.rst │ │ ├── ExpectedImprovement.rst │ │ ├── GPHedge.rst │ │ ├── ProbabilityOfImprovement.rst │ │ └── UpperConfidenceBound.rst │ ├── bayes_opt.rst │ ├── constraint.rst │ ├── domain_reduction.rst │ ├── exception.rst │ ├── other.rst │ ├── parameter.rst │ └── target_space.rst ├── requirements.txt └── static │ ├── bayesian_optimization.gif │ ├── bo_example.png │ ├── func.png │ └── sdr.png ├── examples ├── acquisition_functions.ipynb ├── advanced-tour.ipynb ├── async_optimization.py ├── async_optimization_dummies.py ├── basic-tour.ipynb ├── constraints.ipynb ├── domain_reduction.ipynb ├── duplicate_point.py ├── exploitation_vs_exploration.ipynb ├── parameter_types.ipynb ├── sklearn_example.py ├── typed_hyperparameter_tuning.py └── visualization.ipynb ├── pyproject.toml ├── ruff.toml ├── scripts ├── check.sh ├── check_precommit.sh └── format.sh └── tests ├── test_acquisition.py ├── test_bayesian_optimization.py ├── test_constraint.py ├── test_logger.py ├── test_notebooks_run.py ├── test_parameter.py ├── test_seq_domain_red.py ├── test_target_space.py └── test_util.py /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bayesian-optimization/BayesianOptimization/HEAD/.github/ISSUE_TEMPLATE/bug_report.md 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