{"id":17317268,"url":"https://github.com/yingtongdou/gcnn","last_synced_at":"2025-04-14T14:16:04.823Z","repository":{"id":128436691,"uuid":"334590817","full_name":"YingtongDou/GCNN","owner":"YingtongDou","description":"The Pytorch Implementation of GCNN model from paper Fake News Detection on Social Media using Geometric Deep Learning","archived":false,"fork":false,"pushed_at":"2021-05-21T16:54:07.000Z","size":738,"stargazers_count":34,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-14T14:15:53.506Z","etag":null,"topics":["anomaly-detection","fakenews","fraud-detection","gnn","pytorch"],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/1902.06673","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/YingtongDou.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":"2021-01-31T06:39:23.000Z","updated_at":"2024-12-18T09:50:46.000Z","dependencies_parsed_at":null,"dependency_job_id":"7012bb62-26dd-4f8e-83aa-9947d38b8f14","html_url":"https://github.com/YingtongDou/GCNN","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/YingtongDou%2FGCNN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YingtongDou%2FGCNN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YingtongDou%2FGCNN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YingtongDou%2FGCNN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/YingtongDou","download_url":"https://codeload.github.com/YingtongDou/GCNN/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248894943,"owners_count":21179153,"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":["anomaly-detection","fakenews","fraud-detection","gnn","pytorch"],"created_at":"2024-10-15T13:16:02.592Z","updated_at":"2025-04-14T14:16:04.782Z","avatar_url":"https://github.com/YingtongDou.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GCNN\n\n**Update:** Please check out more GNN-based fake news detection models along with two real-world datasets in [A collection of GNN-based fake news detectors with fake news propagation datasets](https://github.com/safe-graph/GNN-FakeNews). \n\nThe Pytorch-Geometric Implementation of GCNN model for fake news detection, the original model is proposed in the following paper:\n\nPaper: [Fake News Detection on Social Media using Geometric Deep Learning](https://arxiv.org/pdf/1902.06673.pdf)\n\n\u003cp align=\"center\"\u003e\n    \u003cbr\u003e\n    \u003ca href=\"https://github.com/YingtongDou/GCNN\"\u003e\n        \u003cimg src=\"https://github.com/YingtongDou/GCNN/blob/main/model.jpg\" width=\"900\"/\u003e\n    \u003c/a\u003e\n    \u003cbr\u003e\n\u003cp\u003e\n\nTo run the model, you need to have at least Python 3.6 and install following packages:\n\n```bash\nPyTorch 1.6.0\nPyTorch Geometric 1.6.1\ntqdm\nsklearn\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyingtongdou%2Fgcnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyingtongdou%2Fgcnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyingtongdou%2Fgcnn/lists"}