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Implementation of Graphormer based on pytorch geometric #162

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HelloWorldLTY opened this issue Apr 14, 2023 · 5 comments
Open

Implementation of Graphormer based on pytorch geometric #162

HelloWorldLTY opened this issue Apr 14, 2023 · 5 comments

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@HelloWorldLTY
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Hi, is there a version for graphormer based on PYG? Or the encoder part of this model is purely based on pytorch? Thanks a lot.

@leffff
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leffff commented May 23, 2023

Hey there!
I've implemented my own one. https://github.com/leffff/graphormer-pyg
Except for several differences mentioned in the repository, and that my Floyd-Warshall algorithm is rather slow. If you are still interested in the PYG solution it would be cool, if you could give some feedback/or piece of advice about my work!
I would really appreciate that

@leffff
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leffff commented May 28, 2023

Hey again!
Now my Floyd-Warshall algorithm is optimised!
leffff/graphormer-pyg@c9b13f6

@leffff
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leffff commented Jun 4, 2023

Fixed Centrality Encoding!
Rewritten from cycles to PyG utils!
leffff/graphormer-pyg@e7772c8

@aofchas
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aofchas commented Jun 12, 2023

Hey there! I've implemented my own one. https://github.com/leffff/graphormer-pyg Except for several differences mentioned in the repository, and that my Floyd-Warshall algorithm is rather slow. If you are still interested in the PYG solution it would be cool, if you could give some feedback/or piece of advice about my work! I would really appreciate that

Great Work! Thanks!

@leffff
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leffff commented Jun 13, 2023

The repository still has a list of optimizations to complete!
Anyone is more than welcome to contribute!

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3 participants