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Explainer Python Packages

Python packages with the GitHub topic explainer. Sorted by relevance, with stars and monthly downloads.
interpretml
interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

66K 443 88
oegedijk
explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

41K 2K 345
AmitSubhash
3brown1blue

First-principles Manim skill for Claude Code — mathematical animation from scratch, paper-explainer patterns, 21 rule files.

2K 7 2
eXascaleInfolab
imputegap

ImputeGAP is a comprehensive Python library for imputation of missing values in time series data. It implements user-friendly APIs to easily visualize, analyze, and repair incomplete time series datasets.

1K 64 13
interpretml
interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

330 432 68
oegedijk
fwexplainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

94 2K 345
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