{"id":53493,"name":"sgc","description":"official implementation for the paper \"Simplifying Graph Convolutional Networks\"","url":"https://github.com/tiiiger/sgc","last_synced_at":"2025-09-05T13:06:13.297Z","repository":{"id":37677270,"uuid":"168286901","full_name":"Tiiiger/SGC","owner":"Tiiiger","description":"official implementation for the paper \"Simplifying Graph Convolutional Networks\"","archived":false,"fork":false,"pushed_at":"2021-12-13T17:45:43.000Z","size":6246,"stargazers_count":843,"open_issues_count":2,"forks_count":146,"subscribers_count":17,"default_branch":"master","last_synced_at":"2025-05-24T02:07:52.226Z","etag":null,"topics":["graph","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Tiiiger.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.py","codeowners":null,"security":null,"support":null}},"created_at":"2019-01-30T05:50:17.000Z","updated_at":"2025-05-15T02:35:16.000Z","dependencies_parsed_at":"2022-09-06T16:21:31.228Z","dependency_job_id":null,"html_url":"https://github.com/Tiiiger/SGC","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Tiiiger/SGC","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tiiiger%2FSGC","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tiiiger%2FSGC/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tiiiger%2FSGC/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tiiiger%2FSGC/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Tiiiger","download_url":"https://codeload.github.com/Tiiiger/SGC/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tiiiger%2FSGC/sbom","scorecard":{"id":141629,"data":{"date":"2025-08-11","repo":{"name":"github.com/Tiiiger/SGC","commit":"2c7a2727e82e462d8ef9d6e57f0b08888e16488f"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":1.9,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Code-Review","score":1,"reason":"Found 4/22 approved changesets -- score normalized to 1","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Vulnerabilities","score":0,"reason":"13 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 7 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-16T08:16:05.905Z","repository_id":37677270,"created_at":"2025-08-16T08:16:05.905Z","updated_at":"2025-08-16T08:16:05.905Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273761138,"owners_count":25163183,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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"}},"owner":{"login":"Tiiiger","name":"Tianyi","uuid":"19514537","kind":"user","description":"Graduate student at Stanford University.","email":"","website":"https://tiiiger.github.io/","location":"Ithaca, NY","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/19514537?u=fdec58b9cbbaf2852c39f84ef6d41b75ff9440fa\u0026v=4","repositories_count":5,"last_synced_at":"2023-03-02T20:45:22.294Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Tiiiger","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T11:08:34.502Z","updated_at":"2023-03-02T20:45:22.313Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Tiiiger","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Tiiiger/repositories"},"packages":[],"commits":{"id":1429417,"full_name":"Tiiiger/SGC","default_branch":"master","committers":[{"name":"Tiiiger","email":"zty27x@gmail.com","login":"Tiiiger","count":11},{"name":"felixgwu","email":"felixgwu","login":"felixgwu","count":3},{"name":"liu-jc","email":"jc_liu@qq.com","login":"liu-jc","count":2},{"name":"kelseyball","email":"kelseytaylorball@gmail.com","login":"kelseyball","count":1},{"name":"hujunxianligong","email":"hujunxianligong","login":"hujunxianligong","count":1},{"name":"Bartimaeus","email":"cjf92@cornell.edu","login":"cfifty","count":1}],"total_commits":19,"total_committers":6,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":3.1666666666666665,"dds":0.42105263157894735,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-05-19T03:00:52.264Z","last_synced_commit":"2c7a2727e82e462d8ef9d6e57f0b08888e16488f","created_at":"2023-10-26T06:26:42.165Z","updated_at":"2025-05-19T03:01:04.283Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tiiiger%2FSGC/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"tiiiger/sgc","html_url":"https://github.com/tiiiger/sgc","last_synced_at":"2025-05-24T02:07:49.482Z","status":null,"issues_count":29,"pull_requests_count":7,"avg_time_to_close_issue":431162.03571428574,"avg_time_to_close_pull_request":63175.833333333336,"issues_closed_count":28,"pull_requests_closed_count":6,"pull_request_authors_count":5,"issue_authors_count":25,"avg_comments_per_issue":2.4827586206896552,"avg_comments_per_pull_request":2.142857142857143,"merged_pull_requests_count":4,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-10-13T11:48:47.614Z","updated_at":"2025-05-24T02:07:49.482Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/tiiiger%2Fsgc","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/tiiiger%2Fsgc/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":26,"CONTRIBUTOR":3},"pull_request_author_associations_count":{"CONTRIBUTOR":4,"NONE":3},"issue_authors":{"liu-jc":3,"alamsaqib":2,"fmonta":2,"ghost":1,"polarwk":1,"MortonWang":1,"a370865882":1,"youngflyasd":1,"yyl424525":1,"tonyandsunny":1,"AIRobotZhang":1,"kentwhf":1,"Panxuran":1,"dsj96":1,"jharrang":1,"titaniumrain":1,"Root970103":1,"zfnWong":1,"LinzzMichael":1,"seriouslym":1,"ChanglongZheng":1,"zshicode":1,"hl4080":1,"monasolgi":1,"mdanb":1},"pull_request_authors":{"mro15":2,"liu-jc":2,"kelseyball":1,"hujunxianligong":1,"ostapen":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-30T00:00:08.204Z","repositories_count":8421408,"issues_count":19895475,"pull_requests_count":48566686,"authors_count":6870230,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":13,"ForkEvent":2},"last_year":{"WatchEvent":13,"ForkEvent":2}},"keywords":["graph","machine-learning"],"dependencies":[{"ecosystem":"pypi","filepath":"downstream/TextSGC/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-06T16:21:30.639Z","updated_at":"2022-09-06T16:21:30.639Z","repository_link":"https://github.com/Tiiiger/SGC/blob/master/downstream/TextSGC/requirements.txt","dependencies":[{"id":4021651503,"package_name":"hyperopt","ecosystem":"pypi","requirements":"==0.1.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-06T16:21:30.837Z","updated_at":"2022-09-06T16:21:30.837Z","repository_link":"https://github.com/Tiiiger/SGC/blob/master/requirements.txt","dependencies":[{"id":4021654319,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":4021654324,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":4021654325,"package_name":"networkx","ecosystem":"pypi","requirements":"==1.11","direct":true,"kind":"runtime","optional":false},{"id":4021654327,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":4021654329,"package_name":"hyperopt","ecosystem":"pypi","requirements":"==0.1.1","direct":true,"kind":"runtime","optional":false}]}],"score":8.531096096585228,"created_at":"2025-09-04T15:51:29.156Z","updated_at":"2025-10-07T08:21:01.807Z","avatar_url":"https://github.com/Tiiiger.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/53493","html_url":"https://science.ecosyste.ms/projects/53493","bibtex_url":"https://science.ecosyste.ms/projects/53493/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/53493/export.apalike"}