dmlc--dgl/examples/pytorch/monet

MoNet

• paper link: Geometric deep learning on graphs and manifolds using mixture model CNNs

Dependencies

• pytorch 1.1+

Results

Citation networks

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

python3 citation.py --dataset cora --gpu 0

• Cora: ~0.816
• Pubmed: ~0.763

Image classification:

• please refer to model_zoo/geometric.