Metadata-Version: 2.1
Name: calf-milp
Version: 0.0.14
Summary: A classifier that endeavors to solve the saddle point problem for AUC maximization.
Home-page: https://github.com/hrolfrc/calf-milp
Download-URL: https://github.com/hrolfrc/calf-milp
Maintainer: Carlson Research, LLC
Maintainer-email: hrolfrc@gmail.com
License: new BSD
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: License :: OSI Approved
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: scikit-learn
Provides-Extra: docs
Requires-Dist: sphinx ; extra == 'docs'
Requires-Dist: sphinx-gallery ; extra == 'docs'
Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
Requires-Dist: numpydoc ; extra == 'docs'
Requires-Dist: matplotlib ; extra == 'docs'
Provides-Extra: tests
Requires-Dist: pytest ; extra == 'tests'
Requires-Dist: pytest-cov ; extra == 'tests'

.. -*- mode: rst -*-

CalfMilp
===========

CalfMilp is a binomial classifier that implements a course approximation linear function by mixed integer linear programming.

Contact
------------------
Rolf Carlson hrolfrc@gmail.com

Install
------------------
Use pip to install calf-milp.

``pip install calf-milp``

Introduction
------------------
CalfMilp provides classification and prediction for two classes, the binomial case.  Small problems are supported.  This is research code and a work in progress.

CalfMilp is designed for use with scikit-learn_ pipelines and composite estimators.

.. _scikit-learn: https://scikit-learn.org
