{"id":25088600,"url":"https://github.com/southernmethodistuniversity/pyg","last_synced_at":"2025-04-01T16:31:41.887Z","repository":{"id":275671803,"uuid":"926814291","full_name":"SouthernMethodistUniversity/pyg","owner":"SouthernMethodistUniversity","description":"ODSRCI Workshop: Graph Neural Networks (GNNs) using PyTorch-Geometric (PyG)","archived":false,"fork":false,"pushed_at":"2025-02-03T23:02:05.000Z","size":2474,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-04T00:18:55.408Z","etag":null,"topics":["gnns","gpu","graphs","hpc","python"],"latest_commit_sha":null,"homepage":"https://southernmethodistuniversity.github.io/pyg/","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/SouthernMethodistUniversity.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2025-02-03T22:41:21.000Z","updated_at":"2025-02-03T23:02:12.000Z","dependencies_parsed_at":"2025-02-04T00:18:57.205Z","dependency_job_id":"dedfd0e8-a5f1-4c5e-9afc-ef296f1b5e46","html_url":"https://github.com/SouthernMethodistUniversity/pyg","commit_stats":null,"previous_names":["southernmethodistuniversity/pyg"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SouthernMethodistUniversity%2Fpyg","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SouthernMethodistUniversity%2Fpyg/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SouthernMethodistUniversity%2Fpyg/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SouthernMethodistUniversity%2Fpyg/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SouthernMethodistUniversity","download_url":"https://codeload.github.com/SouthernMethodistUniversity/pyg/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246670541,"owners_count":20815002,"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":["gnns","gpu","graphs","hpc","python"],"created_at":"2025-02-07T10:38:24.950Z","updated_at":"2025-04-01T16:31:41.861Z","avatar_url":"https://github.com/SouthernMethodistUniversity.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SMU O'Donnell Data Science and Research Computing Institute PyTorch Geometric (PyG) Workshop\n\nWelcome to the SMU [O’Donnell Data Science and Research Computing\nInstitute](https://www.smu.edu/provost/odonnell-institute) (ODSRCI) workshop on\nPyTorch Geometric (PyG), a powerful library for deep learning on graphs and\nirregular structures. PyG extends PyTorch with optimized data structures and\noperations tailored for graph-based learning, enabling efficient implementation\nof Graph Neural Networks (GNNs). In this session, we will explore PyG’s core\nfunctionalities, including data handling, message passing, and model building\nfor tasks such as node classification, link prediction, and graph\nclassification. Whether you’re new to graph-based deep learning or looking to\nenhance your PyTorch expertise, this workshop will provide hands-on guidance and\npractical applications to help you leverage PyG effectively.\n\n## Contribution\n\nThis workshop is open for contributions from the community. You can suggest\nchanges, report issues, or add new content to help enhance the learning\nexperience.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsouthernmethodistuniversity%2Fpyg","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsouthernmethodistuniversity%2Fpyg","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsouthernmethodistuniversity%2Fpyg/lists"}