The following methods are currently implemented:
- GCNConv from Kipf and Welling: Semi-Supervised Classification with Graph Convolutional Networks (ICLR 2017) [Example]
- GCN2Conv from Chen et al.: Simple and Deep Graph Convolutional Networks (ICML 2020) [Example]
- ChebConv from Defferrard et al.: Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering (NIPS 2016) [Example]
- SGConv from Wu et al.: Simplifying Graph Convolutional Networks (CoRR 2019) [Example]
You can run these examples like this:
# Example
python sgc_example.py