{"id":20318,"name":"torch-geometric-signed-directed","description":"PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.","url":"https://github.com/sherylhyx/pytorch_geometric_signed_directed","last_synced_at":"2025-09-05T00:35:44.376Z","repository":{"id":43734048,"uuid":"422063657","full_name":"SherylHYX/pytorch_geometric_signed_directed","owner":"SherylHYX","description":"PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.","archived":false,"fork":false,"pushed_at":"2025-02-09T06:22:50.000Z","size":105683,"stargazers_count":140,"open_issues_count":1,"forks_count":18,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-05-23T14:18:52.909Z","etag":null,"topics":["deep-learning","directed-networks","gnn","graph-neural-netowrks","machine-learning","networks","python","pytorch","pytorch-geometric","signed-networks"],"latest_commit_sha":null,"homepage":"https://pytorch-geometric-signed-directed.readthedocs.io/en/latest/","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/SherylHYX.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-10-28T04:26:49.000Z","updated_at":"2025-05-12T08:38:16.000Z","dependencies_parsed_at":"2023-02-17T17:16:06.538Z","dependency_job_id":"1bb9d593-e07c-42a5-9ff6-b17211d703a5","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed","commit_stats":{"total_commits":527,"total_committers":6,"mean_commits":87.83333333333333,"dds":"0.20872865275142316","last_synced_commit":"87fffa23183f3b8b71879948374b9a2a345d56fb"},"previous_names":[],"tags_count":39,"template":false,"template_full_name":null,"purl":"pkg:github/SherylHYX/pytorch_geometric_signed_directed","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SherylHYX","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/sbom","scorecard":{"id":128952,"data":{"date":"2025-08-11","repo":{"name":"github.com/SherylHYX/pytorch_geometric_signed_directed","commit":"8b92e5609f55803b7daf9eb37d4c4830ea2cd85c"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.4,"checks":[{"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":0,"reason":"Found 0/16 approved changesets -- score normalized to 0","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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/main.yml:1","Warn: no topLevel permission defined: .github/workflows/python-publish.yml:1","Info: no jobLevel write permissions found"],"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":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/python-publish.yml:16"],"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":"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 'main'"],"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":5,"reason":"5 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/main.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/SherylHYX/pytorch_geometric_signed_directed/main.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/main.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/SherylHYX/pytorch_geometric_signed_directed/main.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/main.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/SherylHYX/pytorch_geometric_signed_directed/main.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/SherylHYX/pytorch_geometric_signed_directed/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/SherylHYX/pytorch_geometric_signed_directed/python-publish.yml/main?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:41","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/main.yml:45","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:29","Info:   0 out of   4 GitHub-owned GitHubAction dependencies pinned","Info:   1 out of   2 third-party GitHubAction dependencies pinned","Info:   0 out of  10 pipCommand dependencies pinned"],"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":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 16 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":"2025-08-16T04:43:03.509Z","repository_id":43734048,"created_at":"2025-08-16T04:43:03.509Z","updated_at":"2025-08-16T04:43:03.509Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273694949,"owners_count":25151480,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"SherylHYX","name":"Yixuan He","uuid":"43345664","kind":"user","description":"DPhil in Statistics @ University of Oxford","email":"","website":"https://sherylhyx.github.io","location":"Oxford","twitter":"sherylhyx","company":"University of Oxford","icon_url":"https://avatars.githubusercontent.com/u/43345664?u=bf3bff20d9b33a7948a9821fc8f9d1bccaaa8554\u0026v=4","repositories_count":4,"last_synced_at":"2023-05-04T20:59:04.959Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SherylHYX","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-05-04T20:59:04.992Z","updated_at":"2023-05-04T20:59:04.992Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SherylHYX","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SherylHYX/repositories"},"packages":[{"id":2950762,"name":"torch-geometric-signed-directed","ecosystem":"pypi","description":"An Extension Library for PyTorch Geometric on signed and directed networks.","homepage":"https://github.com/SherylHYX/pytorch_geometric_signed_directed","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed","keywords_array":["machine-learning","deep-learning","deeplearning","deep learning","machine learning","signal processing","signed graph","graph","directed graph","embedding","clustering","graph convolution","graph neural network","representation learning","learning"],"namespace":null,"versions_count":37,"first_release_published_at":"2022-02-09T09:07:56.000Z","latest_release_published_at":"2025-02-09T06:24:11.000Z","latest_release_number":"1.0.1","last_synced_at":"2025-08-30T21:34:08.742Z","created_at":"2022-04-10T12:52:28.307Z","updated_at":"2025-08-30T21:34:08.743Z","registry_url":"https://pypi.org/project/torch-geometric-signed-directed/","install_command":"pip install torch-geometric-signed-directed --index-url https://pypi.org/simple","documentation_url":"https://torch-geometric-signed-directed.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Developers","License :: OSI Approved :: MIT License","Programming Language :: Python :: 3.9","Topic :: Software Development :: Build Tools"],"normalized_name":"torch-geometric-signed-directed","project_status":null},"repo_metadata":{"id":43734048,"uuid":"422063657","full_name":"SherylHYX/pytorch_geometric_signed_directed","owner":"SherylHYX","description":"PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.","archived":false,"fork":false,"pushed_at":"2024-07-27T22:12:05.000Z","size":105649,"stargazers_count":124,"open_issues_count":2,"forks_count":16,"subscribers_count":7,"default_branch":"main","last_synced_at":"2024-10-30T00:33:14.587Z","etag":null,"topics":["deep-learning","directed-networks","gnn","graph-neural-netowrks","machine-learning","networks","python","pytorch","pytorch-geometric","signed-networks"],"latest_commit_sha":null,"homepage":"https://pytorch-geometric-signed-directed.readthedocs.io/en/latest/","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/SherylHYX.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-10-28T04:26:49.000Z","updated_at":"2024-10-20T08:53:52.000Z","dependencies_parsed_at":"2023-02-17T17:16:06.538Z","dependency_job_id":"1bb9d593-e07c-42a5-9ff6-b17211d703a5","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed","commit_stats":{"total_commits":527,"total_committers":6,"mean_commits":87.83333333333333,"dds":"0.20872865275142316","last_synced_commit":"87fffa23183f3b8b71879948374b9a2a345d56fb"},"previous_names":[],"tags_count":37,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SherylHYX","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222145687,"owners_count":16938482,"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"},"owner_record":{"login":"SherylHYX","name":"Yixuan He","uuid":"43345664","kind":"user","description":"DPhil in Statistics @ University of Oxford","email":"","website":"https://sherylhyx.github.io","location":"Oxford","twitter":"sherylhyx","company":"University of Oxford","icon_url":"https://avatars.githubusercontent.com/u/43345664?u=bf3bff20d9b33a7948a9821fc8f9d1bccaaa8554\u0026v=4","repositories_count":4,"last_synced_at":"2023-05-04T20:59:04.959Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SherylHYX","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-05-04T20:59:04.992Z","updated_at":"2023-05-04T20:59:04.992Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SherylHYX","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SherylHYX/repositories"},"tags":[{"name":"0.25.0","sha":"ac6eab347003043256d8995e67697f65ca17340c","kind":"commit","published_at":"2024-06-21T19:20:17.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.25.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.25.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.25.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.25.0/manifests"},{"name":"0.24.0","sha":"952a62f59dbc8a136c2403b803579a45d8bdc124","kind":"commit","published_at":"2024-06-21T19:12:14.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.24.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.24.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.24.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.24.0/manifests"},{"name":"0.23.0","sha":"87fffa23183f3b8b71879948374b9a2a345d56fb","kind":"commit","published_at":"2024-02-06T16:32:07.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.23.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.23.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.23.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.23.0/manifests"},{"name":"0.22.1","sha":"2ac4bcd99985263b933cc098b68beedd376b8a06","kind":"commit","published_at":"2023-06-13T11:25:17.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.22.1","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.22.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.22.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.22.1/manifests"},{"name":"0.22.0","sha":"004e1a58797b865ef36001582c8d8ef712ba8c30","kind":"commit","published_at":"2022-09-15T21:41:47.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.22.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.22.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.22.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.22.0/manifests"},{"name":"0.21.0","sha":"de9ce02b43ffc19540a56e8d4ffbec55bb754809","kind":"commit","published_at":"2022-09-14T22:29:29.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.21.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.21.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.21.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.21.0/manifests"},{"name":"0.20.0","sha":"58f82f645ea243c3e89f876a0173152c206157bb","kind":"commit","published_at":"2022-09-14T10:41:05.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.20.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.20.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.20.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.20.0/manifests"},{"name":"0.19.0","sha":"ef91e1c55490b48905ac7be84e3978922aa68f88","kind":"commit","published_at":"2022-09-13T10:54:16.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.19.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.19.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.19.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.19.0/manifests"},{"name":"0.18.0","sha":"22e5db412a4793622d160119995b7d8bb0e18888","kind":"commit","published_at":"2022-09-12T20:06:39.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.18.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.18.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.18.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.18.0/manifests"},{"name":"0.17.0","sha":"f141a86072950844451d48577efc8158cb6edade","kind":"commit","published_at":"2022-09-12T17:33:32.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.17.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.17.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.17.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.17.0/manifests"},{"name":"0.16.0","sha":"0943bcdb381af6964e76e12ab9a29753d65b0c79","kind":"commit","published_at":"2022-09-12T12:42:27.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.16.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.16.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.16.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.16.0/manifests"},{"name":"0.15.0","sha":"1d7252c051e3873ba881d0f6ec4065932f1d3f09","kind":"commit","published_at":"2022-09-11T23:02:09.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.15.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.15.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.15.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.15.0/manifests"},{"name":"0.14.0","sha":"183039c060b4e2b6aa1e991c27a120f0fb6440d7","kind":"commit","published_at":"2022-09-11T11:39:41.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.14.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.14.0/manifests"},{"name":"0.13.0","sha":"8e8c4bfc40b56390e369a122597fb4ac1f28ebe1","kind":"commit","published_at":"2022-09-09T15:00:50.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.13.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.13.0/manifests"},{"name":"0.12.0","sha":"65e904da3baec14e46aadddc2a168199ef66218d","kind":"commit","published_at":"2022-09-09T14:31:09.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.12.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.12.0/manifests"},{"name":"0.11.0","sha":"914ff589d647d387cbc717182a92f19e9149e290","kind":"commit","published_at":"2022-09-07T16:40:45.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.11.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.11.0/manifests"},{"name":"0.10.0","sha":"f0cec3be80bf86d0b55a83dd5b03fd0bb42bc176","kind":"commit","published_at":"2022-09-06T21:05:08.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.10.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"72262a5c1b6277508809f028e25a29ad8a11ce09","kind":"commit","published_at":"2022-09-04T22:28:25.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.9.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.9.0/manifests"},{"name":"0.8.0","sha":"c2dbede0171424cdf7bae7c45c6c1e19a862bcfd","kind":"commit","published_at":"2022-06-06T20:12:27.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.8.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.8.0/manifests"},{"name":"0.7.2","sha":"48d3283ddd102ed1aab3572316976e5112ed94ea","kind":"commit","published_at":"2022-06-05T18:37:37.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.7.2","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.7.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.7.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.7.2/manifests"},{"name":"0.7.1","sha":"82693daa638e82e26e504ccb5d6df95115dcd4a6","kind":"commit","published_at":"2022-06-05T11:21:56.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.7.1","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"5ec1ed80766ebbad8495720c6c111eba05f066f8","kind":"commit","published_at":"2022-05-14T16:47:39.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.7.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.7.0/manifests"},{"name":"0.6.1","sha":"3752b41b926aa4a8bed12193b94199133ae32365","kind":"commit","published_at":"2022-05-13T15:54:07.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.6.1","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"5bec3c5304f0bb35f2273d572dfbc9b349837fa1","kind":"commit","published_at":"2022-05-13T11:54:39.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.6.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.6.0/manifests"},{"name":"0.5.0","sha":"9defaa179f5eb250651cdb3b72e0b4c1cf7cff52","kind":"commit","published_at":"2022-05-12T21:44:03.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.5.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.5.0/manifests"},{"name":"0.4.0","sha":"17d9869995a6f8417172ad719d5834ea6d11ce0d","kind":"commit","published_at":"2022-05-02T13:17:36.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.4.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.4.0/manifests"},{"name":"0.3.2","sha":"07b3b5ce61887f86e8854bed498b8f59fe6f8d39","kind":"commit","published_at":"2022-04-22T03:37:55.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.3.2","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.3.2/manifests"},{"name":"0.3.1","sha":"3bc8f46b40844d865374cfb7d2cbb70e4e3ed4e4","kind":"commit","published_at":"2022-03-05T13:58:13.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.3.1","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.3.1/manifests"},{"name":"0.3.0","sha":"6d496c47ea2c62f57179403c1a7b6d07c448dc31","kind":"commit","published_at":"2022-02-22T11:07:43.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.3.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.3.0/manifests"},{"name":"0.2.1","sha":"39b2a680192b46218a5d97d6361494ab7745933b","kind":"commit","published_at":"2022-02-21T08:43:39.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.2.1","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.2.1/manifests"},{"name":"0.2.0","sha":"d79832efc1b01fd4f76c13777c76134a38d79f5f","kind":"commit","published_at":"2022-02-20T11:34:11.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.2.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.2.0/manifests"},{"name":"0.1.5","sha":"4856e41a9ff3a9454544d9b663efce9942597098","kind":"commit","published_at":"2022-02-19T10:25:23.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.1.5","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.1.5","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.5/manifests"},{"name":"0.1.4","sha":"4da6a9f03d045622f12e56eac0cc0578428d5186","kind":"commit","published_at":"2022-02-18T04:33:32.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.1.4","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.1.4","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.4/manifests"},{"name":"0.1.3","sha":"ed087839e8f27ce6ca45a6382704198c33961d9c","kind":"commit","published_at":"2022-02-16T13:22:01.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.1.3","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.3/manifests"},{"name":"0.1.2","sha":"dde16194e5b6ef5747dfc5592dea05ace1495af6","kind":"commit","published_at":"2022-02-16T10:38:58.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.1.2","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.2/manifests"},{"name":"0.1.1","sha":"851a4a93572ae3ff2f9efe3815f26f801c4dc258","kind":"commit","published_at":"2022-02-15T09:33:24.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.1.1","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.1/manifests"},{"name":"0.1.0","sha":"c3cbf9d1556df00fd7156aca6010acae7d5a5f05","kind":"commit","published_at":"2022-02-09T04:05:11.000Z","download_url":"https://codeload.github.com/SherylHYX/pytorch_geometric_signed_directed/tar.gz/0.1.0","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/releases/tag/0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/tags/0.1.0/manifests"}]},"repo_metadata_updated_at":"2024-10-30T01:27:03.211Z","dependent_packages_count":0,"downloads":202,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":14.876047315364843,"dependent_repos_count":21.705497690843316,"dependent_packages_count":10.020148805929232,"stargazers_count":7.198483480634285,"forks_count":9.328223728605607,"docker_downloads_count":null,"average":12.625680204275458},"purl":"pkg:pypi/torch-geometric-signed-directed","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/torch-geometric-signed-directed","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/torch-geometric-signed-directed","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/torch-geometric-signed-directed/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-10-29T23:07:14.314Z","issues_count":4,"pull_requests_count":58,"avg_time_to_close_issue":261728.0,"avg_time_to_close_pull_request":16206.245614035088,"issues_closed_count":3,"pull_requests_closed_count":57,"pull_request_authors_count":3,"issue_authors_count":3,"avg_comments_per_issue":3.0,"avg_comments_per_pull_request":0.7413793103448276,"merged_pull_requests_count":49,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":3,"past_year_pull_requests_count":3,"past_year_avg_time_to_close_issue":392573.0,"past_year_avg_time_to_close_pull_request":35258.0,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":4.0,"past_year_avg_comments_per_pull_request":1.3333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/issues","maintainers":[{"login":"XitongSystem","count":30,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/XitongSystem"},{"login":"huangjunjie-cs","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/huangjunjie-cs"},{"login":"SherylHYX","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SherylHYX"}],"active_maintainers":[{"login":"SherylHYX","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SherylHYX"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torch-geometric-signed-directed/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torch-geometric-signed-directed/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torch-geometric-signed-directed/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torch-geometric-signed-directed/related_packages","maintainers":[{"uuid":"SherylHYX","login":"SherylHYX","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/SherylHYX/","role":null,"created_at":"2023-02-06T20:43:57.738Z","updated_at":"2023-02-06T20:43:57.738Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/SherylHYX/packages"},{"uuid":"yixuanhe","login":"yixuanhe","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/yixuanhe/","role":null,"created_at":"2023-02-06T20:43:57.742Z","updated_at":"2023-02-06T20:43:57.742Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/yixuanhe/packages"},{"uuid":"zhangxit","login":"zhangxit","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/zhangxit/","role":null,"created_at":"2023-02-06T20:43:57.747Z","updated_at":"2023-02-06T20:43:57.747Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/zhangxit/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724943,"maintainers_count":308264,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":1458894,"full_name":"sherylhyx/pytorch_geometric_signed_directed","default_branch":"main","committers":[{"name":"SherylHYX","email":"He_YX@outlook.com","login":"SherylHYX","count":488},{"name":"XitongZhang1994","email":"xzhang15@wpi.edu","login":"XitongSystem","count":32},{"name":"huangjunjie-cs","email":"junjiehuang.cs@gmail.com","login":"huangjunjie-cs","count":26},{"name":"xtr12","email":"zhangxit@msu.edu","login":"ZhangXit","count":18},{"name":"huangjunjie-cs","email":"junjiehuang-cs@gmail.com","login":null,"count":1}],"total_commits":565,"total_committers":5,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":113.0,"dds":0.13628318584070798,"past_year_committers":[{"name":"Yixuan He","email":"He_YX@outlook.com","login":"SherylHYX","count":38}],"past_year_total_commits":38,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":38.0,"past_year_dds":0.0,"last_synced_at":"2025-05-18T01:24:40.542Z","last_synced_commit":"8b92e5609f55803b7daf9eb37d4c4830ea2cd85c","created_at":"2023-12-23T00:19:02.914Z","updated_at":"2025-05-18T01:24:40.543Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/sherylhyx%2Fpytorch_geometric_signed_directed/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-30T00:00:08.254Z","repositories_count":5479765,"commits_count":853310317,"contributors_count":31095240,"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":"SherylHYX/pytorch_geometric_signed_directed","html_url":"https://github.com/SherylHYX/pytorch_geometric_signed_directed","last_synced_at":"2025-08-31T16:20:25.095Z","status":null,"issues_count":4,"pull_requests_count":61,"avg_time_to_close_issue":261728.0,"avg_time_to_close_pull_request":293382.98360655736,"issues_closed_count":3,"pull_requests_closed_count":61,"pull_request_authors_count":3,"issue_authors_count":3,"avg_comments_per_issue":3.0,"avg_comments_per_pull_request":0.7377049180327869,"merged_pull_requests_count":51,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":4,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":848.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.5,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"created_at":"2023-05-15T01:40:13.595Z","updated_at":"2025-09-01T19:48:40.395Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SherylHYX%2Fpytorch_geometric_signed_directed/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":4},"pull_request_author_associations_count":{"COLLABORATOR":45,"OWNER":18},"issue_authors":{"ClaudMor":2,"mminici":1,"emalgorithm":1},"pull_request_authors":{"XitongSystem":30,"SherylHYX":18,"huangjunjie-cs":15},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10082304,"issues_count":31220387,"pull_requests_count":96069062,"authors_count":10694175,"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":{"OWNER":4},"past_year_issue_authors":{},"past_year_pull_request_authors":{"SherylHYX":4},"maintainers":[{"login":"XitongSystem","count":30,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/XitongSystem"},{"login":"SherylHYX","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SherylHYX"},{"login":"huangjunjie-cs","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/huangjunjie-cs"}],"active_maintainers":[{"login":"SherylHYX","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SherylHYX"}]},"events":{"total":{"ReleaseEvent":2,"WatchEvent":16,"DeleteEvent":3,"IssueCommentEvent":2,"PushEvent":21,"PullRequestEvent":4,"ForkEvent":3,"CreateEvent":4},"last_year":{"ReleaseEvent":2,"WatchEvent":16,"DeleteEvent":3,"IssueCommentEvent":2,"PushEvent":21,"PullRequestEvent":4,"ForkEvent":3,"CreateEvent":4}},"keywords":["deep-learning","directed-networks","gnn","graph-neural-netowrks","machine-learning","networks","python","pytorch","pytorch-geometric","signed-networks"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/main.yml","sha":null,"kind":"manifest","created_at":"2023-01-22T00:45:54.027Z","updated_at":"2023-01-22T00:45:54.027Z","repository_link":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/blob/main/.github/workflows/main.yml","dependencies":[{"id":7086002806,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7086002807,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7086002808,"package_name":"s-weigand/setup-conda","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-publish.yml","sha":null,"kind":"manifest","created_at":"2023-01-22T00:45:54.042Z","updated_at":"2023-01-22T00:45:54.042Z","repository_link":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/blob/main/.github/workflows/python-publish.yml","dependencies":[{"id":7086002809,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7086002810,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7086002811,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"27b31702a0e7fc50959f5ad993c78deac1bdfc29","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-17T17:16:06.476Z","updated_at":"2023-02-17T17:16:06.476Z","repository_link":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/blob/main/docs/requirements.txt","dependencies":[{"id":7743414725,"package_name":"networkx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414726,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414727,"package_name":"torch_geometric","ecosystem":"pypi","requirements":"==2.0.3","direct":true,"kind":"runtime","optional":false},{"id":7743414736,"package_name":"sphinx","ecosystem":"pypi","requirements":"==4.0.2","direct":true,"kind":"runtime","optional":false},{"id":7743414737,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"==0.5.2","direct":true,"kind":"runtime","optional":false},{"id":7743414738,"package_name":"six","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-02-17T17:16:06.516Z","updated_at":"2023-02-17T17:16:06.516Z","repository_link":"https://github.com/SherylHYX/pytorch_geometric_signed_directed/blob/main/setup.py","dependencies":[{"id":7743414762,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414763,"package_name":"torch_sparse","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414764,"package_name":"sklearn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414765,"package_name":"torch_geometric","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414766,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7743414767,"package_name":"networkx","ecosystem":"pypi","requirements":"==2.6.3","direct":true,"kind":"runtime","optional":false},{"id":7743414768,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":11.88607397160185,"created_at":"2025-09-04T15:50:51.717Z","updated_at":"2025-10-07T08:09:59.623Z","avatar_url":"https://github.com/SherylHYX.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":202,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/20318","html_url":"https://science.ecosyste.ms/projects/20318","bibtex_url":"https://science.ecosyste.ms/projects/20318/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/20318/export.apalike"}