lime 0.2.0.1

Local Interpretable Model-Agnostic Explanations for machine learning classifiers

Stars: 11561, Watchers: 11561, Forks: 1805, Open Issues: 120

The marcotcr/lime repo was created 8 years ago and the last code push was 2 months ago.
The project is extremely popular with a mindblowing 11561 github stars!

How to Install lime

You can install lime using pip

pip install lime

or add it to a project with poetry

poetry add lime

Package Details

Author

Marco Tulio Ribeiro

License

BSD

Homepage

http://github.com/marcotcr/lime

PyPi:

https://pypi.org/project/lime/

GitHub Repo:

https://github.com/marcotcr/lime

Related Packages

Errors

A list of common lime errors.

Code Examples

Here are some lime code examples and snippets.

GitHub Issues

The lime package has 120 open issues on GitHub

• explanation of Siamese neural network
• How to get explanations for all classes
• active sampling strategy
• Configuring with cosine_similarity and tf_idf
• TypeError: list indices must be integers or slices, not tuple".

See more issues on GitHub