PyTorch GNNs

Node-level and graph-level classification.

Models

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• GCN
• GAT
• GraphSAGE

Dependencies

numpy==1.20.3
scipy==1.4.1
matplotlib==3.1.3
networkx==2.5.1
torch==1.6.0
dgl==0.5.1

Using following command:

$ pip install -r requirements.txt

Train and visualization

Karate club dataset