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readme.md

GNN to MLP distillation for graph free and faster inference.

data source: https://data.dgl.ai/dataset/amazon_co_buy_computer.zip

the teacher model is GCN(graph); student is MLP (features only).

results:

Model Test Graph?
Teacher GCN 0.8232 yes
Vanilla MLP 0.6650 no
Distilled MLP 0.8216 no +15.6 vs vanilla