Skip to main content

Classifiers using column generation

Project description

AppVeyor Codecov CircleCI

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!

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ColGenEstimator-0.0.5.tar.gz (18.0 kB view hashes)

Uploaded Source

Built Distribution

ColGenEstimator-0.0.5-py3-none-any.whl (21.6 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page