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google-deepmind / graph_nets

Build Graph Nets in Tensorflow
https://arxiv.org/abs/1806.01261
Apache License 2.0
5.34k stars 783 forks source link

hi,i want to know whether graph nets will add DropEdge in the future like https://github.com/DropEdge/DropEdge #114

Closed luyifanlu closed 3 years ago

alvarosg commented 4 years ago

DropEdge randomly removes a certain number of edges from the input graph at each training epoch, acting like a data augmenter and also a message passing reducer.

It seems like it should be possible to apply drop edge as part of the data generation pipeline, and if that is the case it should be possible to apply it to the data, before it is converted into a GraphsTuple.