Metadata-Version: 1.2
Name: monoensemble
Version: 1.3
Summary: 
monoensemble: a high performance library for monotone Gradient Boosting and Random Forest Classification.

Home-page: http://github.com/chriswbartley/monoensemble
Author: Christopher Bartley
Author-email: christopher.bartley@research.uwa.edu.au
Maintainer: Christopher Bartley
Maintainer-email: christopher.bartley@research.uwa.edu.au
License: BSD 3 Clause
Description: 
        
        monoensemble
        ========
        This package contains high performance implementations of 
        MonoGradientBoostingClassifier and MonoRandomForestClassifier. These monotone
        classifiers use the fast and scaleable monotone rule approach described
        in Bartley C., Liu W., and Reynolds M. \Enhanced Random Forest Algorithms for
        Partially Monotone Ordinal Classication". In: Proceedings of the Thirty-Third AAAI Conference on
        Articial Intelligence (AAAI-2019), Honolulu, Hawaii, USA, Jan 27 - Feb 1 PREPRESS. ed. by
        AAAI Press. AAAI. 2019.
        
        To get started, please go to the repository README_.
        
        .. _README: https://github.com/chriswbartley/monoensemble/blob/master/README.md
        
        
        License
        =======
        ``monoensemble`` is licensed under the terms of the BSD 3 Clause License. See the
        file "LICENSE" for information on the history of this software, terms &
        conditions for usage, and a DISCLAIMER OF ALL WARRANTIES.
        
        All trademarks referenced herein are property of their respective holders.
        
        Copyright (c) 2017, Christopher Bartley
        
Platform: OS Independent
Classifier: Development Status :: 3 - Alpha
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: License :: BSD 3 Clause License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering
