Python explanations

Open-source Python projects categorized as explanations
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Topics: xai Machine Learning Interpretability explainable-ml Pytorch
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Top 3 Python explanation Projects

  • alibi

    Algorithms for explaining machine learning models

    • Project mention: Alibi: Open-source Python lib for ML model inspection and interpretation | news.ycombinator.com | 2023-06-02

  • DALEX

    moDel Agnostic Language for Exploration and eXplanation

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  • fcdd

    Repository for the Explainable Deep One-Class Classification paper

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python explanations related posts

  • Alibi: Open-source Python lib for ML model inspection and interpretation

    1 project | news.ycombinator.com | 2 Jun 2023

Index

What are some of the best open-source explanation projects in Python? This list will help you:

Project Stars
1 alibi 2,289
2 DALEX 1,323
3 fcdd 217

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