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Awesome Explainable Graph Reasoning

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A collection of research papers and software related to explainability in graph machine learning.

<p align="center"> <img width="1000" src="https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/raw/master/gnn_explainer.png"> </p>

Contents

  1. Explainable Predictions
  2. Explainable Reasoning
  3. Software
  4. Theory and Survey Papers

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