{"id":25085106,"url":"https://github.com/nomnomnonono/fairdro","last_synced_at":"2025-04-01T12:44:09.463Z","repository":{"id":168924525,"uuid":"644743095","full_name":"nomnomnonono/FairDRO","owner":"nomnomnonono","description":"About Unofficial implementation of paper \"Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization\"","archived":false,"fork":false,"pushed_at":"2023-09-16T12:44:36.000Z","size":49,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-07T07:32:06.680Z","etag":null,"topics":["deep-learning","fairness","fairness-ai","fairness-ml","machine-learning","pytorch","responsible-ai","trustworthy-ai"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nomnomnonono.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-24T06:59:47.000Z","updated_at":"2024-02-14T07:35:13.000Z","dependencies_parsed_at":"2025-02-07T07:38:39.085Z","dependency_job_id":null,"html_url":"https://github.com/nomnomnonono/FairDRO","commit_stats":null,"previous_names":["nomnomnonono/fairdro"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nomnomnonono%2FFairDRO","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nomnomnonono%2FFairDRO/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nomnomnonono%2FFairDRO/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nomnomnonono%2FFairDRO/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nomnomnonono","download_url":"https://codeload.github.com/nomnomnonono/FairDRO/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246642140,"owners_count":20810550,"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":["deep-learning","fairness","fairness-ai","fairness-ml","machine-learning","pytorch","responsible-ai","trustworthy-ai"],"created_at":"2025-02-07T07:28:32.912Z","updated_at":"2025-04-01T12:44:09.456Z","avatar_url":"https://github.com/nomnomnonono.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FairDRO: Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization\nIn progress...\n\n非公式のFairDRO (https://openreview.net/forum?id=Q-WfHzmiG9m) の再現実装です．\n\n## 実行環境\ndocker-composeを用います．インストールしていない人は公式のドキュメントに従ってインストールしてください．\n\n- Dockerイメージの作成\n```bash\n$ make build\n```\n- Dockerコンテナ起動\n```bash\n$ make up\n```\n- Dockerコンテナに入る\n```bash\n$ make exec\n```\n## 実行例\n```bash\n$ python main.py --rho $rho --lr 0.001 --wd 0.001 -s $seed -b 256 -d celeba --target Smiling --sens Male --arch $model -e 50 --root data/CelebA/\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnomnomnonono%2Ffairdro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnomnomnonono%2Ffairdro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnomnomnonono%2Ffairdro/lists"}