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 details)

Uploaded Source

Built Distribution

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

Uploaded Python 2 Python 3

File details

Details for the file eli5-0.0.2.tar.gz.

File metadata

  • Download URL: eli5-0.0.2.tar.gz
  • Upload date:
  • Size: 6.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for eli5-0.0.2.tar.gz
Algorithm Hash digest
SHA256 34456dbc7639b0710cb7ca4baaaf69edf7c90eab98d43a9dd60a96fcdee38f2a
MD5 4f518f3584c30300f0ee9534451e024a
BLAKE2b-256 f31e7a487b75236cb4d776a2cf1185cd8e3fcdcbffccfd7dff1fcd4af5c73ce1

See more details on using hashes here.

Provenance

File details

Details for the file eli5-0.0.2-py2.py3-none-any.whl.

File metadata

File hashes

Hashes for eli5-0.0.2-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 9b5739f6089caa282bff663e627e3be51020aed4a9b3c965883d1330bff3134f
MD5 18590025d1d654045b06345e7e5b985e
BLAKE2b-256 f855a3fa88a492de13c8cfb150aca85ad5e5a88a808566de07076362634aaa02

See more details on using hashes here.

Provenance

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