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[FEA] Support Isolated Vertices in cuGraph-PyG/DGL #4326

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Tracked by #4350
alexbarghi-nv opened this issue Apr 9, 2024 · 0 comments · Fixed by #4384
Closed
Tracked by #4350

[FEA] Support Isolated Vertices in cuGraph-PyG/DGL #4326

alexbarghi-nv opened this issue Apr 9, 2024 · 0 comments · Fixed by #4384
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@alexbarghi-nv
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We currently are unable to handle isolated vertices for GNN sampling, since those are dropped during graph creation. This is causing issues for several users, who are unable to train their graphs with many isolated vertices. Adding self loops is not an option since those will cause a major accuracy drop for heterogeneous graphs and may also violate the schema of the users' upstream graph storage.

@alexbarghi-nv alexbarghi-nv self-assigned this Apr 9, 2024
@alexbarghi-nv alexbarghi-nv changed the title Support Isolated Vertices in cuGraph-PyG/DGL [FEA] Support Isolated Vertices in cuGraph-PyG/DGL Apr 9, 2024
@alexbarghi-nv alexbarghi-nv added this to the 24.08 milestone Apr 9, 2024
@alexbarghi-nv alexbarghi-nv added the feature request New feature or request label Apr 16, 2024
@rapids-bot rapids-bot bot closed this as completed in 797a036 May 30, 2024
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