There are GNN specific normalisations which play a crucial role in Deeper GNNs, or help in overcoming oversmoothing.
There arises a necessity to implement these in order to enhance the Deeper GNNs .
Listing a few important GNN normalisation functionalities / layers here . Will be constantly updating it
[ ] PairNorm
[ ] GraphNorm
I will be working on the implementation of these and will make a PR on it and add more useful normalisations here
There are GNN specific normalisations which play a crucial role in Deeper GNNs, or help in overcoming oversmoothing. There arises a necessity to implement these in order to enhance the Deeper GNNs .
Listing a few important GNN normalisation functionalities / layers here . Will be constantly updating it
I will be working on the implementation of these and will make a PR on it and add more useful normalisations here