{"id":13487671,"url":"https://github.com/AstraZeneca/awesome-explainable-graph-reasoning","last_synced_at":"2025-03-27T22:31:57.696Z","repository":{"id":43303906,"uuid":"374607129","full_name":"AstraZeneca/awesome-explainable-graph-reasoning","owner":"AstraZeneca","description":"A collection of research papers and software related to explainability in graph machine learning.","archived":false,"fork":false,"pushed_at":"2022-04-04T14:54:08.000Z","size":1786,"stargazers_count":1940,"open_issues_count":0,"forks_count":130,"subscribers_count":54,"default_branch":"master","last_synced_at":"2024-05-23T04:07:42.739Z","etag":null,"topics":["awesome-list","deep-learning","explainable-ai","explainable-ml","graph","graph-algorithms","graphml"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AstraZeneca.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.MD","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-06-07T09:23:43.000Z","updated_at":"2024-05-22T09:59:45.000Z","dependencies_parsed_at":"2022-07-18T16:28:45.583Z","dependency_job_id":null,"html_url":"https://github.com/AstraZeneca/awesome-explainable-graph-reasoning","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fawesome-explainable-graph-reasoning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fawesome-explainable-graph-reasoning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fawesome-explainable-graph-reasoning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fawesome-explainable-graph-reasoning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AstraZeneca","download_url":"https://codeload.github.com/AstraZeneca/awesome-explainable-graph-reasoning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222074991,"owners_count":16926641,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome-list","deep-learning","explainable-ai","explainable-ml","graph","graph-algorithms","graphml"],"created_at":"2024-07-31T18:01:01.886Z","updated_at":"2024-10-30T22:31:28.752Z","avatar_url":"https://github.com/AstraZeneca.png","language":null,"readme":"# Awesome Explainable Graph Reasoning\n\n[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)\n![Maturity level-Prototype](https://img.shields.io/badge/Maturity%20Level-Prototype-red)\n\nA collection of research papers and software related to explainability in graph machine learning.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg width=\"1000\" src=\"https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/raw/master/gnn_explainer.png\"\u003e\n\u003c/p\u003e\n\n## Contents  \n\n1. [Explainable Predictions](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/predictions.md)  \n2. [Explainable Reasoning](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/reasoning.md)  \n3. [Software](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/software.md)\n4. [Theory and Survey Papers](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/chapters/survey.md)\n\n------------------------------------------------------\n\n**License**\n\n- [Apache 2.0](https://github.com/AstraZeneca/awesome-explainable-graph-reasoning/blob/master/LICENSE)\n","funding_links":[],"categories":["Other Awesome Lists","Uncategorized","Others","Table of Contents","Explainability \u0026 Interpretability","Related lists","Ranked by starred repositories","Related Repositories"],"sub_categories":["Comics","Uncategorized","MS/MS prediction","Evaluation methods"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAstraZeneca%2Fawesome-explainable-graph-reasoning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FAstraZeneca%2Fawesome-explainable-graph-reasoning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAstraZeneca%2Fawesome-explainable-graph-reasoning/lists"}