{"id":19979285,"url":"https://github.com/edisonleeeee/sat","last_synced_at":"2025-07-24T13:01:42.712Z","repository":{"id":65706120,"uuid":"499037492","full_name":"EdisonLeeeee/SAT","owner":"EdisonLeeeee","description":null,"archived":false,"fork":false,"pushed_at":"2023-11-09T09:32:51.000Z","size":932,"stargazers_count":6,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-04T04:33:21.866Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/EdisonLeeeee.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,"zenodo":null}},"created_at":"2022-06-02T07:35:43.000Z","updated_at":"2024-12-15T07:28:12.000Z","dependencies_parsed_at":"2025-05-04T04:33:10.340Z","dependency_job_id":"543af00f-531b-4d98-b7cc-8820b89fa46e","html_url":"https://github.com/EdisonLeeeee/SAT","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EdisonLeeeee/SAT","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FSAT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FSAT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FSAT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FSAT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EdisonLeeeee","download_url":"https://codeload.github.com/EdisonLeeeee/SAT/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FSAT/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266845319,"owners_count":23994057,"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","status":"online","status_checked_at":"2025-07-24T02:00:09.469Z","response_time":99,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-11-13T03:37:24.584Z","updated_at":"2025-07-24T13:01:42.647Z","avatar_url":"https://github.com/EdisonLeeeee.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spectral Adversarial Training for Robust Graph Neural Network\n\n# Requirements\n- torch == 1.9.0\n- graphgallery\n\nInstall graphgallery:\n```bash\ngit clone https://github.com/EdisonLeeeee/GraphGallery.git \u0026\u0026 cd GraphGallery\npip install -e . --verbose\n```\n\n# Reproduction\n```bash\npython main.py --dataset cora --backbone SSGC --lr 0.2 --k 30 --K 5\npython main.py --dataset cora_ml --backbone SSGC --lr 0.2 --k 30 --K 5\npython main.py --dataset citeseer --backbone SSGC --lr 0.2 --k 30 --K 5\npython main.py --dataset pubmed --backbone SSGC --lr 0.2 --k 150 --K 5\n\npython main.py --dataset cora --backbone SGC --lr 0.01 --k 30 --K 2\npython main.py --dataset cora_ml --backbone SGC --lr 0.01 --k 30 --K 2\npython main.py --dataset citeseer --backbone SGC --lr 0.01 --k 30 --K 2\npython main.py --dataset pubmed --backbone SGC --lr 0.01 --k 150 --K 2\n\n\npython main.py --dataset cora --backbone GCN --lr 0.01 --k 30\npython main.py --dataset cora_ml --backbone GCN --lr 0.01 --k 30\npython main.py --dataset citeseer --backbone GCN --lr 0.01 --k 30\npython main.py --dataset pubmed --backbone GCN --lr 0.01 --k 150\n\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedisonleeeee%2Fsat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fedisonleeeee%2Fsat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedisonleeeee%2Fsat/lists"}