ColGenEstimator 0.0.5

Classifiers using column generation

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!