Metadata-Version: 2.1
Name: ColGenEstimator
Version: 0.0.6
Summary: Classifiers using column generation
Home-page: https://github.com/krooonal/col_gen_estimator
Maintainer: K. Patel
Maintainer-email: krunalkachadia@gmail.com
License: new BSD
Download-URL: https://github.com/krooonal/col_gen_estimator
Platform: UNKNOWN
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved
Classifier: Programming Language :: Python
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: scikit-learn
Requires-Dist: ortools
Requires-Dist: bitarray
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 -*-

|AppVeyor|_ |Codecov|_ |CircleCI|_

.. |AppVeyor| image:: https://ci.appveyor.com/api/projects/status/6eo2m9ydofn1nvb6?svg=true
.. _AppVeyor: https://ci.appveyor.com/api/projects/status/6eo2m9ydofn1nvb6

.. |Codecov| image:: https://codecov.io/gh/krooonal/col_gen_estimator/branch/master/graph/badge.svg?token=ZR8HME2LGV
.. _Codecov: https://codecov.io/gh/krooonal/col_gen_estimator

.. |CircleCI| image:: https://circleci.com/gh/krooonal/col_gen_estimator/tree/master.svg?style=svg
.. _CircleCI: https://circleci.com/gh/krooonal/col_gen_estimator/tree/master


col_gen_estimator - A template for scikit-learn compatible column generation 
based estimators contributions
============================================================

**col_gen_estimator** is a template project for scikit-learn compatible
column generation based estimators.

This project is built using the sklearn template. 

It aids development of estimators that can be used in scikit-learn pipelines
and (hyper)parameter search, while facilitating testing (including some API
compliance), documentation, open source development, packaging, and continuous
integration.

An example extension of a column generation based binary classifier (Boolean 
Decision Rule Generation by S. Dash et. al. 2018) is included. The developer 
needs to extend the master and subproblem classes and implement the required
methods. The coumn generation part is taken care of by the template fit method.

*Thank you for cleanly contributing to the estimator template!*

