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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Algorithms for explaining machine learning models
| Date | Stars |
|---|---|
| 2026-07-31 | 2642 |
| 2026-08-01 | 2642 |
| 2026-08-03 | 2642 |
| 2026-08-06 | 2642 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<p align="center">
<img src="https://raw.githubusercontent.com/SeldonIO/alibi/master/doc/source/_static/Alibi_Explain_Logo_rgb.png" alt="Alibi Logo" width="50%">
</p>
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[][#build-status]
[][#docs-package]
[](https://codecov.io/gh/SeldonIO/alibi)
[][#pypi-package]
[][#pypi-package]
[][#conda-forge-package]
[][#github-license]
[][#slack-channel]
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<!--- [][#conda-forge-package]--->
[#github-license]: https://github.com/SeldonIO/alibi/blob/master/LICENSE
[#pypi-package]: https://pypi.org/project/alibi/
[#conda-forge-package]: https://anaconda.org/conda-forge/alibi
[#docs-package]: https://docs.seldon.io/projects/alibi/en/stable/
[#build-status]: https://github.com/SeldonIO/alibi/actions?query=workflow%3A%22CI%22
[#slack-channel]: https://join.slack.com/t/seldondev/shared_invite/zt-vejg6ttd-ksZiQs3O_HOtPQsen_labg
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---
[Alibi](https://docs.seldon.io/projects/alibi) is a source-available Python library aimed at machine learning model inspection and interpretation.
The focus of the library is to provide high-quality implementations of black-box, white-box, local and global
explanation methods for classification and regression models.
* [Documentation](https://docs.seldon.io/projects/alibi/en/stable/)
If you're interested in outlier detection, concept drift or adversarial instance detection, check out our sister project [alibi-detect](https://github.com/SeldonIO/alibi-detect).
<table>
<tr valign="top">
<td width="50%" >
<a href="https://docs.seldon.io/projects/alibi/en/stable/examples/anchor_image_imagenet.html">
<br>
<b>Anchor explanations for images</b>
<br>
<br>
<img src="https://github.com/SeldonIO/alibi/raw/master/doc/source/_static/anchor_image.png">
</a>
</td>
<td width="50%">
<a href="https://docs.seldon.io/projects/alibi/en/stable/examples/integrated_gradients_imdb.html">
<br>
<b>Integrated Gradients for text</b>
<br>
<br>
<img src="https://github.com/SeldonIO/alibi/raw/master/doc/source/_static/ig_text.png">
</a>
</td>
</tr>
<tr valign="top">
<td width="50%">
<a href="https://docs.seldon.io/projects/alibi/en/stable/methods/CFProto.html">
<br>
<b>Counterfactual examples</b>
<br>
<br>
<img src="https://github.com/SeldonIO/alibi/raw/master/doc/source/_static/cf.png">
</a>
</td>
<td width="50%">
<a href="https://docs.seldon.io/projects/alibi/en/stable/methods/ALE.html">
<br>
<b>Accumulated Local Effects</b>
<br>
<br>
<img src="https://github.com/SeldonIO/alibi/raw/master/doc/source/_static/ale.png">
</a>
</td>
</tr>
</table>
## Table of Contents
* [Installation and Usage](#installation-and-usage)
* [Supported Methods](#supported-methods)
* [Model Explanations](#model-explanations)
* [Model Confidence](#model-confidence)
* [Prototypes](#prototypes)
* Excerpt of 19,835 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:cc00a0f5d27f49a8, topic:interpretability