{"id":18366445,"url":"https://github.com/aveek-saha/graph-conv-net","last_synced_at":"2025-10-18T05:04:17.776Z","repository":{"id":94466878,"uuid":"289515346","full_name":"Aveek-Saha/Graph-Conv-Net","owner":"Aveek-Saha","description":"A TensorFlow 2 implementation of Graph Convolutional Networks (GCN)","archived":false,"fork":false,"pushed_at":"2020-09-06T14:06:11.000Z","size":178,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-27T18:46:05.182Z","etag":null,"topics":["gcn","gcnn","graph-convolutional-networks","graph-neural-networks","graphs","tensoflow","tensorflow2"],"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/Aveek-Saha.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":"2020-08-22T15:31:54.000Z","updated_at":"2023-12-01T12:27:44.000Z","dependencies_parsed_at":"2023-07-14T21:46:02.760Z","dependency_job_id":null,"html_url":"https://github.com/Aveek-Saha/Graph-Conv-Net","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Aveek-Saha/Graph-Conv-Net","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Conv-Net","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Conv-Net/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Conv-Net/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Conv-Net/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Aveek-Saha","download_url":"https://codeload.github.com/Aveek-Saha/Graph-Conv-Net/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Conv-Net/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265382720,"owners_count":23756403,"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":["gcn","gcnn","graph-convolutional-networks","graph-neural-networks","graphs","tensoflow","tensorflow2"],"created_at":"2024-11-05T23:17:40.391Z","updated_at":"2025-10-18T05:04:12.754Z","avatar_url":"https://github.com/Aveek-Saha.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Graph Convolutional Networks\nA TensorFlow 2 implementation of Graph Convolutional Networks for classification of nodes from the paper, Thomas N. Kipf, Max Welling, [Semi-Supervised Classification with Graph Convolutional Networks](http://arxiv.org/abs/1609.02907) (ICLR 2017)\n\nThis is my attempt at trying to understand and recreate the neural network from from the paper. You can find the official implementation here: https://github.com/tkipf/gcn\n\n## Requirements\n- tensorflow 2\n- networkx\n- numpy\n- scikit-learn\n\n## Run\n\nTo train and test the network with the CORA dataset.\n\n```bash\npython train.py\n```\n\n## Cite\n\nPlease cite the original paper if you use this code in your own work:\n\n```\n@inproceedings{kipf2017semi,\n  title={Semi-Supervised Classification with Graph Convolutional Networks},\n  author={Kipf, Thomas N. and Welling, Max},\n  booktitle={International Conference on Learning Representations (ICLR)},\n  year={2017}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faveek-saha%2Fgraph-conv-net","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faveek-saha%2Fgraph-conv-net","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faveek-saha%2Fgraph-conv-net/lists"}