GNNsIMPL
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sxwee
GNNsImplementation
This repository will update the implementation of variants of GNNs. Welcome to contrubute to this project!!!
Environment
The run environment is as follows:
cuda 11.3
python 3.7.13
Pytorch 1.10.1
DGL 0.8.2
PyG 2.0.4
matplotlib 3.3.4
GNN Variants
Semi-GCN: a two-layer GCN Model
Related Paper: Semi-Supervised Classification with Graph Convolutional Networks
Blog on CSDN: transport
GAT: a two-layer GAT Model
Related Paper: GRAPH ATTENTION NETWORKS
Blog on CSDN: transport
H2GCN：based on Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs
Blog on CSDN: transport
to be continue...
References
These project also use some others' code:
sxwee