PyTorch-GNNs

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PyTorch GNNs

Node-level and graph-level classification.

Models

Related theory reference 👉🏻 https://dreamhomes.top/

• [x] GCN
• [x] GAT
• [x] 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