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Pyg-TextGCN

An efficient and simplify re-implement TextGCN with Pytorch-geometric. Fork from PyTorch_TextGCN. Datasets can be found in that repo.

Requirements

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

Quick Start

Process the data first, python data_processor.py (Already done)

Generate graph, python build_graph.py (Already done)

Training model, python run.py

References

Yao et al.: Graph Convolutional Networks for Text Classification

Pytorch_geometric

PyTorch_TextGCN

pyg-textgcn's People

Contributors

nejweka407 avatar a11en0 avatar satoshizpy avatar

Watchers

James Cloos avatar

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