An efficient and simplify re-implement TextGCN with Pytorch-geometric. Fork from PyTorch_TextGCN. Datasets can be found in that repo.
This project was built with:
- Python 3.7.0
- Pytorch 1.9.0
- scikit-learn 0.24.1
- torch-geometric 1.7.2
- numpy 1.19.5
- pandas 1.1.5
Process the data first, python data_processor.py
(Already done)
Generate graph, python build_graph.py
(Already done)
Training model, python run.py
Yao et al.: Graph Convolutional Networks for Text Classification