https://github.com/lucasc-99/orion.algo.robo
The RoBO Bayesian Optimization Algorithm
https://github.com/lucasc-99/orion.algo.robo
hyperparameter-optimization machine-learning
Last synced: 12 months ago
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The RoBO Bayesian Optimization Algorithm
- Host: GitHub
- URL: https://github.com/lucasc-99/orion.algo.robo
- Owner: Lucasc-99
- License: other
- Created: 2020-08-25T14:56:02.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2020-09-29T15:07:58.000Z (over 5 years ago)
- Last Synced: 2025-04-06T02:45:45.088Z (about 1 year ago)
- Topics: hyperparameter-optimization, machine-learning
- Language: Python
- Homepage:
- Size: 62.5 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
Awesome Lists containing this project
README
===============
orion.algo.robo
===============
.. |pypi| image:: https://img.shields.io/pypi/v/orion.algo.robo
:target: https://pypi.python.org/pypi/orion.algo.robo
:alt: Current PyPi Version
.. |py_versions| image:: https://img.shields.io/pypi/pyversions/orion.algo.robo.svg
:target: https://pypi.python.org/pypi/orion.algo.robo
:alt: Supported Python Versions
.. |license| image:: https://img.shields.io/badge/License-BSD%203--Clause-blue.svg
:target: https://opensource.org/licenses/BSD-3-Clause
:alt: BSD 3-clause license
.. |rtfd| image:: https://readthedocs.org/projects/orion.algo.robo/badge/?version=latest
:target: https://orion.algo-robo.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status
.. |codecov| image:: https://codecov.io/gh/Lucasc-99/orion.algo.robo/branch/master/graph/badge.svg
:target: https://codecov.io/gh/Lucasc-99/orion.algo.robo
:alt: Codecov Report
.. |travis| image:: https://travis-ci.org/Lucasc-99/orion.algo.robo.svg?branch=master
:target: https://travis-ci.org/Lucasc-99/orion.algo.robo
:alt: Travis tests
----
This `orion.algo`_ plugin was generated with `Cookiecutter`_ along with `@Epistimio`_'s `cookiecutter-orion.algo`_ template.
See Orion : https://github.com/Epistimio/orion
Installation
------------
Install RoBO: instructions from https://github.com/automl/RoBO/blob/master/README.md
NOTE: RoBO installation is very difficult on MAC
RoBO uses the libraries george and pyrfr.
Additionally, make sure that libeigen and swig are installed
sudo apt-get install libeigen3-dev swig
Download RoBO and then change into the new directory:
git clone https://github.com/automl/RoBO
cd RoBO/
Install the required dependencies.
for req in $(cat requirements.txt); do pip install $req; done
Finally install RoBO by:
python setup.py install
You can install "orion.algo.robo" via `pip`_ from `PyPI`_::
$ pip install git+https://github.com/Lucasc-99/orion.algo.robo.git
Contributing
------------
Contributions are very welcome. Tests can be run with `tox`_, please ensure
the coverage at least stays the same before you submit a pull request.
License
-------
Distributed under the terms of the BSD-3-Clause license,
"orion.algo.robo" is free and open source software.
Issues
------
If you encounter any problems, please `file an issue`_ along with a detailed description.
.. _`Cookiecutter`: https://github.com/audreyr/cookiecutter
.. _`@Epistimio`: https://github.com/Epistimio
.. _`GNU GPL v3.0`: http://www.gnu.org/licenses/gpl-3.0.txt
.. _`cookiecutter-orion.algo`: https://github.com/Epistimio/cookiecutter-orion.algo
.. _`file an issue`: https://github.com/Lucasc-99/cookiecutter-orion.algo.robo/issues
.. _`orion`: https://github.com/Epistimio/orion