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Support for GNN specific Normalisation Layers #405

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achiverram28 opened this issue Mar 6, 2024 · 0 comments
Open
2 tasks

Support for GNN specific Normalisation Layers #405

achiverram28 opened this issue Mar 6, 2024 · 0 comments

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@achiverram28
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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

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