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lime

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Explaining the predictions of any machine learning classifier

Installation

To install this package, run one of the following:

Conda
$conda install anaconda-python-gte-3.10::lime

Usage Tracking

0.2.0.1
1 / 8 versions selected
Downloads (Last 6 months): 0

Description

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).

About

Summary

Explaining the predictions of any machine learning classifier

Last Updated

Mar 31, 2025 at 22:31

License

BSD-2-Clause

Total Downloads

3

Version Downloads

3

Supported Platforms

linux-64