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Same Message Function Across All Edge Types Issue#52

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juhimgupta wants to merge 6 commits intoadalnfrom
message_passing_dev
Open

Same Message Function Across All Edge Types Issue#52
juhimgupta wants to merge 6 commits intoadalnfrom
message_passing_dev

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@juhimgupta
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We noticed that in its current implementation, using the same message function across all edge types is leading to poorer performance even on unconditional tasks (i.e. denovo ligand condensed) where only ligand-ligand edge types exist.

The current approach is to either concatenate edge features to scalar features if an edge type has edge features, or concatenate a tensor of 0s to scalar features if an edge type does not have edge features.

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