RoBO Wrapper for Oríon¶
This wrapper provides access through Oríon to several Bayesian optimization algorithms in the library RoBO.
This orion.algo
plugin was generated with Cookiecutter along with @Epistimio’s cookiecutter-orion.algo template.
Installation¶
The RoBO wrapper is currently only supported on Linux.
Before installing RoBO, make sure you have libeigen
and swig
installed.
On ubuntu, you can install them with apt-get
$ sudo apt-get install libeigen3-dev swig
One of the dependencies of RoBO does not declare its dependencies and therefore we need
to install these dependencies first. The order of dependencies in requirements.txt
reflects this order. To install them sequentially, use the following command
$ curl -s https://git.io/JLnCA | grep -v "^#" | xargs -n 1 -L 1 pip install
Finally, you can install this package using PyPI
$ pip install orion.algo.robo
Contribute or Ask¶
Do you have a question or issues? Do you want to report a bug or suggest a feature? Name it! Please contact us by opening an issue in our repository below and checkout Oríon’s contribution guidelines:
Issue Tracker: https://github.com/Epistimio/orion.algo.robo/issues
Source Code: https://github.com/Epistimio/orion.algo.robo
Start by starring and forking our Github repo!
Thanks for the support!
Citation¶
If you use this wrapper for your publications, please cite both RoBO and Oríon. Please also cite the papers of the algorithms you used, such as DNGO or BOHAMIANN. See the documentation of the algorithms to find corresponding original papers.
License¶
Distributed under the terms of the BSD-3-Clause license,
orion.algo.robo
is free and open source software.