Metadata-Version: 2.1
Name: pyscm-ml
Version: 1.0.1
Summary: The Set Covering Machine algorithm
Home-page: https://github.com/aldro61/pyscm
Author: Alexandre Drouin
Author-email: aldro61@gmail.com
Maintainer: Alexandre Drouin
Maintainer-email: aldro61@gmail.com
License: GPL-3
Description: [![License: GPL v3](https://img.shields.io/badge/License-GPL%20v3-blue.svg)](http://www.gnu.org/licenses/gpl-3.0)
        [![Build Status](https://travis-ci.org/aldro61/pyscm.svg?branch=master)](https://travis-ci.org/aldro61/pyscm)
        [![DOI](https://zenodo.org/badge/17353131.svg)](https://zenodo.org/badge/latestdoi/17353131)
        
        
        # pySCM
        
        A fast implementation of the Set Covering Machine algorithm using a dynamic programming algorithm to select the rules of greatest utility.
        
        Marchand, M., & Taylor, J. S. (2003). The set covering machine. Journal of Machine Learning Research, 3, 723–746.
        
        ![Alt text](https://github.com/aldro61/pyscm/raw/master/examples/decision_boundary.png)
        
        ## Installation
        ``` 
        python setup.py install
        ```
        
        ## Running tests
        ```
        python setup.py test
        ```
        
        ## Contributors
         * [Alexandre Drouin](http://graal.ift.ulaval.ca/adrouin) (package maintainer)
         * [Francis Brochu](https://github.com/PhrankBrochu)
         * [Gaël Letarte St-Pierre](https://github.com/gletarte)
         * [Mazid Osseni](https://github.com/dizam92)
         * [Pier-Luc Plante](https://github.com/plpla)
         * [Thibaud Godon](https://github.com/thibgo)
        
Keywords: machine learning binary classification set covering machine rules
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Programming Language :: Python
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Description-Content-Type: text/markdown
