Skip to main content

Debug machine learning classifiers and explain their predictions

Project description

PyPI Version Build Status Code Coverage Documentation

ELI5 is a Python package which helps to debug machine learning classifiers and explain their predictions.

License is MIT.

Check docs for more (sorry, TODO).

Changelog

0.0.2 (2016-09-19)

  • ‘top’ argument of explain_prediction can be a tuple (num_positive, num_negative);

  • classifier name is no longer pronted by default;

  • added eli5.sklearn.explain_prediction to explain individual examples;

  • fixed numpy warning.

0.0.1 (2016-09-15)

Pre-release.

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

eli5-0.0.2.tar.gz (6.7 kB view hashes)

Uploaded Source

Built Distribution

eli5-0.0.2-py2.py3-none-any.whl (9.9 kB view hashes)

Uploaded Python 2 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