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Debug machine learning classifiers and explain their predictions

Project description

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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.

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