Simple, but essential Bayesian optimization package.

• BayesO: GitHub Repository
• BayesO Benchmarks: GitHub Repository
• BayesO Metrics: GitHub Repository
• Batch BayesO: GitHub Repository

Installation

Detailed installation guides can be found in the respective repositories.

• BayesO

To install a released version in the PyPI repository, command it.

$ pip install bayeso

• BayesO Benchmarks

Similar to BayesO, command it to install a released version.

$ pip install bayeso-benchmarks

• BayesO Metrics

Now, it is not released through the PyPI repository. Command it in the root directory of BayesO Metrics.

$ pip install .

• Batch BayesO

Now, it is not released through the PyPI repository. Command it in the root directory of Batch BayesO.

$ pip install .

Citation

@article{KimJ2023joss,
    author={Kim, Jungtaek and Choi, Seungjin},
    title={{BayesO}: A {Bayesian} optimization framework in {Python}},
    journal={Journal of Open Source Software},
    volume={8},
    number={90},
    pages={5320},
    year={2023}
}

License

All software is licensed under the MIT license. You can look at the LICENSE files in the respective repositories.

• BayesO
• BayesO Benchmarks
• BayesO Metrics
• Batch BayesO