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.
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
To run the model, you need to have at least Python 3.6 and install following packages:
PyTorch 1.6.0
PyTorch Geometric 1.6.1
tqdm
sklearn