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Lightgcn fix#606

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qtuantruong merged 8 commits intoPreferredAI:masterfrom
theisjendal:lightgcn_fix
Mar 25, 2024
Merged

Lightgcn fix#606
qtuantruong merged 8 commits intoPreferredAI:masterfrom
theisjendal:lightgcn_fix

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@theisjendal
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Description

Refactoring resulted in double normalization of the first layer as mentioned here: #600 (comment)

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Checklist:

  • I have added tests.
  • I have updated the documentation accordingly.
  • I have updated README.md (if you are adding a new model).
  • I have updated examples/README.md (if you are adding a new example).
  • I have updated datasets/README.md (if you are adding a new dataset).

theisjendal and others added 8 commits March 14, 2024 09:45
Removed normalization for layers, not used for lgcn.
Fixed sum weight constant to num layers instead of cur layer index.
Allow lgcn to take blocks.
Fixed requirement error caused by newer dgl versions.
Moved edge normalization to graph for easier use.
@qtuantruong qtuantruong added the bug Something isn't working label Mar 25, 2024
@qtuantruong qtuantruong merged commit 91ed98c into PreferredAI:master Mar 25, 2024
qtuantruong pushed a commit to qtuantruong/cornac that referenced this pull request Oct 25, 2025
qtuantruong pushed a commit to qtuantruong/cornac that referenced this pull request Oct 25, 2025
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2 participants