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dgl/examples/pytorch/gcn
Ilia Taraban 8c213ef122
[Feature] Enable bfloat16 convert functions in Python API (#5760) 		9 months ago
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README.md [Example][Refactor] Refactor GCN example (#4160) 1 year ago
train.py [Feature] Enable bfloat16 convert functions in Python API (#5760) 9 months ago

README.md

Graph Convolutional Networks (GCN)

How to run

DGL built-in GraphConv module

Run with the following (available dataset: "cora", "citeseer", "pubmed")

python3 train.py --dataset cora

Summary

  • cora: ~0.810 (paper: 0.815)
  • citeseer: ~0.707 (paper: 0.703)
  • pubmed: ~0.792 (paper: 0.790)
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Python C++ Jupyter Notebook Cuda Text other

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