Shapash

Uses Shap or Lime backends to compute the relative contributions of inputs to machine learning models. The focus of this package is on generating plots and reports from the explanations.

Logo

../_images/maif_shapash-small.png

Website

https://maif.github.io/shapash/

Repository

https://github.com/MAIF/shapash

Byline

Shapash makes Machine Learning models transparent and understandable by everyone

License

Apache 2.0

Project age

1 years 10 months

Backers

MAIF (Creator and maintainer)

Lastest News (2022-04-19)

v2.0.0 Shapash refactoring: attributes of compile methods and init, implementation for new backends. more

Size score (1 to 10, higher is better)

2.5

Trend score (1 to 10, higher is better)

8.25

Education Resources

URL

Resource Type

Description

https://shapash.readthedocs.io/en/latest/

Documentation

Official project documentation.

Git Commit Statistics

Statistics computed using Git data through March 31, 2022.

Statistic

Lifetime

Last 12 Months

Commits

1,053

503

Lines committed

451,540

314,040

Unique committers

42

25

Core committers

11

7

../_images/maif_shapash-monthly-commits.png

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