bayeso

Simple, but essential Bayesian optimization package


Project maintained by jungtaekkim Hosted on GitHub Pages — Theme by mattgraham

Build Status Coverage Status PyPI - Python Version License: MIT Documentation Status

Simple, but essential Bayesian optimization package.

Installation

We recommend it should be installed in virtualenv. You can choose one of three installation options.

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

$ pip install bayeso

To install BayesO from source code, command

$ pip install .

in the BayesO root.

To use editable development mode, command

$ pip install -r requirements.txt
$ python setup.py develop

in the BayesO root.

If you would like to uninstall BayesO, command it.

$ pip uninstall bayeso

Required Packages

Mandatory pacakges are inlcuded in requirements.txt. The following requirements files include the package list, the purpose of which is described as follows.

Supported Python Version

We test our package in the following versions.

Contributor

Citation

@misc{KimJ2017bayeso,
    author="Kim, Jungtaek and Choi, Seungjin",
    title="{BayesO}: A {Bayesian} optimization framework in {Python}",
    howpublished="\url{http://bayeso.org}",
    year="2017"
}

Contact

License

MIT License