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dgl/examples/tensorflow/dgi
Zhen Liu 15d05be387
Fix num_labels to num_classes in dataset files (#6666) 		5 months ago
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train.py Fix num_labels to num_classes in dataset files (#6666) 5 months ago

README.md

Deep Graph Infomax (DGI)

Dependencies

  • tensorflow 2.1+
  • requests
pip install tensorflow requests

How to run

Run with following:

python3 train.py --dataset=cora --gpu=0 --self-loop

python3 train.py --dataset=citeseer --gpu=0

python3 train.py --dataset=pubmed --gpu=0

Results

  • cora: ~81.6 (80.9-82.9) (paper: 82.3)
  • citeseer: ~70.2 (paper: 71.8)
  • pubmed: ~77.2 (paper: 76.8)
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Python C++ Jupyter Notebook Cuda Text other

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