lime
Explaining the predictions of any machine learning classifier
Explaining the predictions of any machine learning classifier
To install this package, run one of the following:
This project is about explaining what machine learning classifiers (or models) are doing. At the moment, it supports explaining individual predictions for text classifiers or classifiers that act on tables (numpy arrays of numerical or categorical data) or images, with a package called lime (short for local interpretable model-agnostic explanations).
Summary
Explaining the predictions of any machine learning classifier
Last Updated
Aug 21, 2023 at 10:21
License
BSD-2-Clause
Total Downloads
537
Supported Platforms
GitHub Repository
https://github.com/marcotcr/limeDocumentation
https://lime-ml.readthedocs.io/