Metadata-Version: 2.1
Name: gryffin
Version: 0.1.0
Summary: Bayesian optimization for categorical variables
Home-page: https://github.com/aspuru-guzik-group/gryffin
Author: Florian Hase
License: UNKNOWN
Description: ## Gryffin: An algorithm for Bayesian optimization for categorical variables informed by physical intuition with applications to chemistry
        
        Gryffin is an open source algorithm which implements Bayesian optimization for categorical variables and mixed categorical-continuous parameter domains [1].
        
        ... this repository is under construction ... please stay tuned! 
        
        
        ## Installation
        
        ##### From source 
        
        Gryffin can be installed from source. 
        ```
        git clone https://github.com/aspuru-guzik-group/gryffin.git
        cd gryffin 
        python setup.py install
        ```
        
        ### Reference 
        
        [1] Häse, F., Roch, L.M. and Aspuru-Guzik, A., 2020. Gryffin: An algorithm for Bayesian optimization for categorical variables informed by physical intuition with applications to chemistry. arXiv preprint arXiv:2003.12127.
        
        
Platform: UNKNOWN
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.6
Description-Content-Type: text/markdown
