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https://github.com/AstraZeneca/awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.
https://github.com/AstraZeneca/awesome-explainable-graph-reasoning

List: awesome-explainable-graph-reasoning

awesome-list deep-learning explainable-ai explainable-ml graph graph-algorithms graphml

Last synced: 2 months ago
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A collection of research papers and software related to explainability in graph machine learning.

Host: GitHub
URL: https://github.com/AstraZeneca/awesome-explainable-graph-reasoning
Owner: AstraZeneca
License: apache-2.0
Created: 2021-06-07T09:23:43.000Z (over 3 years ago)
Default Branch: master
Last Pushed: 2022-04-04T14:54:08.000Z (almost 3 years ago)
Last Synced: 2024-05-23T04:07:42.739Z (8 months ago)
Topics: awesome-list, deep-learning, explainable-ai, explainable-ml, graph, graph-algorithms, graphml
Homepage:
Size: 1.7 MB
Stars: 1,940
Watchers: 54
Forks: 130
Open Issues: 0
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.MD
- License: LICENSE

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top-life-sciences - **AstraZeneca/awesome-explainable-graph-reasoning** - list`, `deep-learning`, `explainable-ai`, `explainable-ml`, `graph`, `graph-algorithms`, `graphml`<br><img src='https://github.com/HubTou/topgh/blob/main/icons/gstars.png'> 1941 <img src='https://github.com/HubTou/topgh/blob/main/icons/forks.png'> 129 <img src='https://github.com/HubTou/topgh/blob/main/icons/license.png'> Apache License 2.0 <img src='https://github.com/HubTou/topgh/blob/main/icons/last.png'> 2022-04-04 14:54:08 | (Ranked by starred repositories)
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README

        # Awesome Explainable Graph Reasoning

[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)

![Maturity level-Prototype](https://img.shields.io/badge/Maturity%20Level-Prototype-red)

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



  



## Contents  

1. [Explainable Predictions](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/predictions.md)  

2. [Explainable Reasoning](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/reasoning.md)  

3. [Software](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/software.md)

4. [Theory and Survey Papers](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/survey.md)

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**License**

- [Apache 2.0](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/LICENSE)