{"id":18366456,"url":"https://github.com/aveek-saha/graph-attention-net","last_synced_at":"2026-05-19T10:06:18.339Z","repository":{"id":94466891,"uuid":"292652769","full_name":"Aveek-Saha/Graph-Attention-Net","owner":"Aveek-Saha","description":"A TensorFlow 2 implementation of Graph Attention Networks (GAT)","archived":false,"fork":false,"pushed_at":"2020-09-06T14:06:10.000Z","size":169,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-15T20:24:50.625Z","etag":null,"topics":["gat","graph-attention-networks","graph-neural-networks","graphs","tensorflow","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":"2020-09-03T18:45:04.000Z","updated_at":"2022-11-08T04:04:54.000Z","dependencies_parsed_at":null,"dependency_job_id":"b8a91459-dbbf-48df-a303-6e5ca64864f9","html_url":"https://github.com/Aveek-Saha/Graph-Attention-Net","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Attention-Net","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Attention-Net/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Attention-Net/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FGraph-Attention-Net/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Aveek-Saha","download_url":"https://codeload.github.com/Aveek-Saha/Graph-Attention-Net/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248225909,"owners_count":21068080,"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":["gat","graph-attention-networks","graph-neural-networks","graphs","tensorflow","tensorflow2"],"created_at":"2024-11-05T23:17:43.696Z","updated_at":"2026-05-19T10:06:18.297Z","avatar_url":"https://github.com/Aveek-Saha.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Graph Attention Networks\nA TensorFlow 2 implementation of Graph Attention Networks for classification of nodes from the paper, [Graph Attention Networks](https://arxiv.org/abs/1710.10903) (Veličković et al., ICLR 2018).\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/PetarV-/GAT\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@article{\n  velickovic2018graph,\n  title=\"{Graph Attention Networks}\",\n  author={Veli{\\v{c}}kovi{\\'{c}}, Petar and Cucurull, Guillem and Casanova, Arantxa and Romero, Adriana and Li{\\`{o}}, Pietro and Bengio, Yoshua},\n  journal={International Conference on Learning Representations},\n  year={2018},\n  url={https://openreview.net/forum?id=rJXMpikCZ},\n  note={accepted as poster},\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faveek-saha%2Fgraph-attention-net","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faveek-saha%2Fgraph-attention-net","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faveek-saha%2Fgraph-attention-net/lists"}