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Add PNA #94

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Add PNA #94

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ckhui
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@ckhui ckhui commented Dec 17, 2020

Implements a single convolutional layer of the Principal Neighbourhood Aggregation Networks in paper
"Principal Neighbourhood Aggregation for Graph Nets" https://arxiv.org/abs/2004.05718

  • add PNA model using pytorch_geometry
  • add example
  • add test

@cenyk1230
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@ckhui Good job. Have you ever reproduced the results of the PNA model on some graph classification datasets?

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ckhui commented Dec 19, 2020

@ckhui Good job. Have you ever reproduced the results of the PNA model on some graph classification datasets?

I only tested the code with PROTEINS without any parameter tuning.

As attached is the comparison with diffpool.
Screenshot 2020-12-17 at 5 21 46 PM

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