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BayesO: A Bayesian optimization framework in Python

© 2023. All rights reserved.

Bayesian Optimization

Simple, but essential Bayesian optimization package.

Installation

Detailed installation guides can be found in the respective repositories.

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

$ pip install bayeso

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

$ pip install bayeso-benchmarks

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.