Metadata-Version: 1.2
Name: bask
Version: 0.1.0
Summary: A fully Bayesian implementation of sequential model-based optimization
Home-page: https://github.com/kiudee/bayes-skopt
Author: Karlson Pfannschmidt
Author-email: kiudee@mail.upb.de
License: Apache Software License 2.0
Description: ===========
        Bayes-skopt
        ===========
        
        
        .. image:: https://img.shields.io/pypi/v/bask.svg
                :target: https://pypi.python.org/pypi/bask
        
        .. image:: https://img.shields.io/travis/kiudee/bayes-skopt.svg
                :target: https://travis-ci.org/kiudee/bayes-skopt
        
        .. image:: https://readthedocs.org/projects/bayes-skopt/badge/?version=latest
                :target: https://bayes-skopt.readthedocs.io/en/latest/?badge=latest
                :alt: Documentation Status
        
        
        .. image:: https://pyup.io/repos/github/kiudee/bayes-skopt/shield.svg
             :target: https://pyup.io/repos/github/kiudee/bayes-skopt/
             :alt: Updates
        
        
        
        A fully Bayesian implementation of sequential model-based optimization
        
        
        * Free software: Apache Software License 2.0
        * Documentation: https://bayes-skopt.readthedocs.io.
        
        
        Features
        --------
        
        - A **fully Bayesian** variant of the ``GaussianProcessRegressor``.
        - State of the art information-theoretic acquisition functions, such as the
          `Max-value entropy search <https://arxiv.org/abs/1703.01968>`__, for even faster
          convergence in simple regret.
        - Familiar `Optimizer` interface known from Scikit-Optimize.
        
        Installation
        ------------
        
        The latest development version of Bayes-skopt can be installed from Github as follows::
        
           pip install git+https://github.com/kiudee/bayes-skopt
        
        Another option is to clone the repository and install Bayes-skopt using::
        
           python setup.py install
        
        Credits
        -------
        
        This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.
        
        .. _Cookiecutter: https://github.com/audreyr/cookiecutter
        .. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage
        
        
        =======
        History
        =======
        
        0.1.0 (2020-02-01)
        ------------------
        
        * First release on PyPI.
        
Keywords: bask
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.7
