bayeso
Simple, but essential Bayesian optimization package
Project maintained by jungtaekkim Hosted on GitHub Pages — Theme by mattgraham
Simple, but essential Bayesian optimization package.
Installation
We recommend installing it with virtualenv. You can choose one of three installation options.
- Using PyPI repository (for user installation)
To install the released version in PyPI repository, command it.
$ pip install bayeso
- Using source code (for developer installation)
To install BayesO from source code, command
$ pip install .
in the BayesO root.
- Using source code (for editable development mode)
To use editable development mode, command
$ pip install -r requirements.txt
$ python setup.py develop
in the BayesO root.
- Uninstallation
If you would like to uninstall BayesO, command it.
$ pip uninstall bayeso
Related Package
- BayesO Benchmarks: We implement benchmark functions for Bayesian optimization. This package is included in requirements-optional.txt.
Citation
@misc{KimJ2017bayeso,
author="Kim, Jungtaek and Choi, Seungjin",
title="{BayesO}: A {Bayesian} optimization framework in {Python}",
howpublished="\url{https://bayeso.org}",
year="2017"
}