https://github.com/yingtongdou/gcnn

The Pytorch Implementation of GCNN model from paper Fake News Detection on Social Media using Geometric Deep Learning
https://github.com/yingtongdou/gcnn

anomaly-detection fakenews fraud-detection gnn pytorch

Last synced: 6 months ago
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The Pytorch Implementation of GCNN model from paper Fake News Detection on Social Media using Geometric Deep Learning

• Host: GitHub
• URL: https://github.com/yingtongdou/gcnn
• Owner: YingtongDou
• License: apache-2.0
• Created: 2021-01-31T06:39:23.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2021-05-21T16:54:07.000Z (over 4 years ago)
• Last Synced: 2025-04-14T14:15:53.506Z (6 months ago)
• Topics: anomaly-detection, fakenews, fraud-detection, gnn, pytorch
• Language: Python
• Homepage: https://arxiv.org/abs/1902.06673
• Size: 721 KB
• Stars: 34
• Watchers: 2
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# GCNN

**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). 

The Pytorch-Geometric Implementation of GCNN model for fake news detection, the original model is proposed in the following paper:

Paper: [Fake News Detection on Social Media using Geometric Deep Learning](https://arxiv.org/pdf/1902.06673.pdf)



    


    

        

    

    




To run the model, you need to have at least Python 3.6 and install following packages:

```bash

PyTorch 1.6.0

PyTorch Geometric 1.6.1

tqdm

sklearn

```