{"id":47944277,"url":"https://github.com/dataiku/dss-plugin-model-fairness-report","last_synced_at":"2026-04-04T08:20:54.165Z","repository":{"id":49404271,"uuid":"273239987","full_name":"dataiku/dss-plugin-model-fairness-report","owner":"dataiku","description":"Getting insight about the fairness of a model regarding a sensitive attribute","archived":false,"fork":false,"pushed_at":"2022-09-13T17:23:56.000Z","size":196,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":20,"default_branch":"master","last_synced_at":"2023-03-30T13:14:49.807Z","etag":null,"topics":["dataiku","dss-plugin","fairness","machinelearning"],"latest_commit_sha":null,"homepage":"https://www.dataiku.com/product/plugins/model-fairness-report/","language":"Python","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/dataiku.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-06-18T13:03:13.000Z","updated_at":"2022-08-10T01:44:45.000Z","dependencies_parsed_at":"2023-01-18T06:30:27.190Z","dependency_job_id":null,"html_url":"https://github.com/dataiku/dss-plugin-model-fairness-report","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/dataiku/dss-plugin-model-fairness-report","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataiku%2Fdss-plugin-model-fairness-report","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataiku%2Fdss-plugin-model-fairness-report/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataiku%2Fdss-plugin-model-fairness-report/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataiku%2Fdss-plugin-model-fairness-report/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dataiku","download_url":"https://codeload.github.com/dataiku/dss-plugin-model-fairness-report/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataiku%2Fdss-plugin-model-fairness-report/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31392748,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-04T04:26:24.776Z","status":"ssl_error","status_checked_at":"2026-04-04T04:23:34.147Z","response_time":60,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["dataiku","dss-plugin","fairness","machinelearning"],"created_at":"2026-04-04T08:20:53.550Z","updated_at":"2026-04-04T08:20:54.153Z","avatar_url":"https://github.com/dataiku.png","language":"Python","readme":"# Model fairness report\n\nEvaluating the fairness of machine learning models has been a topic of both academic and business interest in recent years. However, before prescribing any resolution to the problem of model bias, it is crucial to learn more about how biased a model is, by measuring some fairness metrics. This plugin is intended to help you with this measurement task.\n\n\n## Scope of the plugin\nThis plugin offers DSS component to monitor the fairness of a model regarding a sensitive column:\n* Model view: visualise different fairness metrics.\n\n\n## Installation and requirements\n\nPlease see our [official plugin page](https://www.dataiku.com/product/plugins/model-fairness-report/) for installation.\n\n## Changelog\n**Version 1.0.8 (2022-08)**\n* Add new flags to webapp.json (backend types + prediction types)\n* Cleanup code\n\n**Version 1.0.7 (2022-03)**\n* Add support for LightGBM\n\n**Version 1.0.0 (2020-12)**\n\n* Initial release\n* Model view component\n\nYou can log feature requests or issues on our [dedicated Github repository](https://github.com/dataiku/dss-plugin-model-fairness-report/issues).\n\n# License\nThis plugin is:\n\nCopyright (c) 2021 Dataiku SAS Licensed under the Apache License version 2.0.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdataiku%2Fdss-plugin-model-fairness-report","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdataiku%2Fdss-plugin-model-fairness-report","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdataiku%2Fdss-plugin-model-fairness-report/lists"}