RoBO Wrapper for Oríon

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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, like so:

$ sudo apt-get install libeigen3-dev swig

The RoBO wrapper can then be installed, either from source, like so:

$ pip install git+https://github.com/Epistimio/orion.algo.robo

Or from 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.

Welcome

• Introduction

Algorithms

• RoBO Gaussian Process
• RoBO Gaussian Process with MCMC
• RoBO Random Forest
• RoBO DNGO
• RoBO BOHAMIANN

External links

• Oríon documentation
• Other algorithms