Awesome Xai Overview

Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

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A curated list of XAI and Interpretable ML papers, methods, critiques, and resources.

Explainable AI (XAI) is a branch of machine learning research which seeks to make various machine learning techniques more understandable.

Contents

Papers

Landmarks

These are some of our favorite papers. They are helpful to understand the field and critical aspects of it. We believe this papers are worth reading in their entirety.

Surveys

Evaluations

XAI Methods

Interpretable Models

Critiques

Repositories

Videos

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Contributing

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Contributors

Thanks goes to these contributors (⭐52)!