{"id":19724371,"url":"https://github.com/norskregnesentral/explego","last_synced_at":"2025-02-27T18:49:14.360Z","repository":{"id":112462060,"uuid":"538967476","full_name":"NorskRegnesentral/explego","owner":"NorskRegnesentral","description":"eXplego is a decision tree toolkit that provides developers with interactive guidance to help select an appropriate XAI-method for their particular use case.","archived":false,"fork":false,"pushed_at":"2024-10-25T07:40:47.000Z","size":3430,"stargazers_count":5,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-10-31T21:20:05.469Z","etag":null,"topics":["features","interactive","model","prediction","tool","xai"],"latest_commit_sha":null,"homepage":"http://explego.nr.no/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/NorskRegnesentral.png","metadata":{"files":{"readme":"README.md","changelog":"changelog.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-09-20T12:04:03.000Z","updated_at":"2024-10-25T07:40:51.000Z","dependencies_parsed_at":"2024-11-11T23:28:27.585Z","dependency_job_id":"e80829c7-83d0-427e-a1d8-29460478bc8a","html_url":"https://github.com/NorskRegnesentral/explego","commit_stats":null,"previous_names":["norskregnesentral/explego"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NorskRegnesentral%2Fexplego","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NorskRegnesentral%2Fexplego/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NorskRegnesentral%2Fexplego/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NorskRegnesentral%2Fexplego/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NorskRegnesentral","download_url":"https://codeload.github.com/NorskRegnesentral/explego/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241045658,"owners_count":19899692,"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":["features","interactive","model","prediction","tool","xai"],"created_at":"2024-11-11T23:25:37.325Z","updated_at":"2025-02-27T18:49:14.329Z","avatar_url":"https://github.com/NorskRegnesentral.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!---\n\u003cp align=\"center\"\u003e\n\u003cimg width=\"70%\" src=\"./images/explego.png\"\u003e\n\u003c/p\u003e\n---\u003e\n\n# eXplego\n\nExplainability is key requisite for trustworthy AI, but selecting the right XAI-method to accompany your model development can be a challenging task. **eXplego** is a decision tree toolkit that provides developers with interactive guidance to help select an appropriate XAI-method for their particular use case.\n\n\u003cbr\u003e\n\n\u003cdiv align = center\u003e\n  \n[![Button Example]][Link]\n\n[Button Example]: https://img.shields.io/badge/Try_the_tool!-37a779?style=for-the-badge\n[Link]: https://explego.nr.no \n\u003c/div\u003e\n\n\u003cbr\u003e\n  \n\u003c!---\n\n\u003cstyle\u003e\n.button {\n  background-color: #008CBA; /* Blue */\n  border: none;\n  color: white;\n  padding: 10px 32px;\n  text-align: center;\n  text-decoration: none;\n  display: inline-block;\n  font-size: 18px;\n  margin: 4px 2px;\n  cursor: pointer;\n}\n.center {\n  display: flex;\n  justify-content: center;\n  align-items: center;\n  height: 150px;  \n  }\n\u003c/style\u003e\n\u003cdiv class=\"center\"\u003e\n  \u003cbutton class=\"btn btn-success\" onclick=\"location.href='https://explego.nr.no';\"\u003eTry the tool!\u003c/button\u003e\n\u003c/div\u003e\n---\u003e\n\nTo get to know the tool we recommend checking out the demonstration video below\n\n**English**\n\n[![YouTube](http://i.ytimg.com/vi/Ntc3uOrU7bE/hqdefault.jpg)](https://www.youtube.com/watch?v=Ntc3uOrU7bE)\n\n\n**Norwegian**\n\n[![YouTube](http://i.ytimg.com/vi/7_OFWIjKJ2A/hqdefault.jpg)](https://www.youtube.com/watch?v=7_OFWIjKJ2A)\n\nMore information about the tool, including a brief list with the reasoning for the positioning of every method in the tree, is provided in our short research paper:\n\n[Jullum, M., Sjødin, J., Prabhu, R., \u0026 Løland, A. (2023). eXplego: An interactive tool that helps you select appropriate XAI-methods for your explainability needs](https://ceur-ws.org/Vol-3554/paper26.pdf)\n\nwhich was presented as a demo at the 1st World Conference in Explainable AI (2023).\nTo cite our tool, please use [this citation](./CITATION.bib).\n\nWe are very happy to receive feedback from our users on this tool. Please do so by opening an issue in this repo.\n\nThis is a collaborative project between [Norwegian Computing Center](https://nr.no/en/) and the Norwegian Labour and Welfare Administration ([NAV](https://nav.no)),  funded by [BigInsight](https://www.biginsight.no).\n\n\n\n\n\u003cdiv class=\"center\"\u003e\n\u003cp align=\"center\"\u003e\n\u003cimg align=\"left\" width=\"20%\" src=\"./images/NR-logo_utvidet.png\" style=\"vertical-align: bottom\"\u003e\n\u003cimg width=\"10%\" src=\"./images/R%C3%B8d.png\" style=\"vertical-align: bottom\"\u003e\n\u003cimg align=\"right\" width=\"12%\" src=\"./images/BigI_logo_RGB.png\" style=\"vertical-align: bottom\"\u003e\n\u003c/p\u003e\n\u003c/div\u003e\n\nExplego v 1.0.3, last updated 2023-12-08. See [changelog](changelog.md) for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnorskregnesentral%2Fexplego","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnorskregnesentral%2Fexplego","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnorskregnesentral%2Fexplego/lists"}