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CarloLucibello / GraphNeuralNetworks.jl

Graph Neural Networks in Julia
https://carlolucibello.github.io/GraphNeuralNetworks.jl/dev/
MIT License
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Support for multiple graphs in GNNGraph #212

Closed Dsantra92 closed 2 years ago

Dsantra92 commented 2 years ago

GNNGraph support for multiple graphs is very limited. Also is GNNGraph the best name for a structure that is designed to hold multiple graphs?

One solution can be to coalesce all graph features into a single big graph just like PyG.

cc: @CarloLucibello

CarloLucibello commented 2 years ago

One solution can be to coalesce all graph features into a single big graph just like PyG.

This is what already happens in GNNGraph. GNNGraph internally stores multiple graphs as a single graph along with a vector of node memberships.