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2025 - Residual Connections and Normalization Can Provably Prevent Oversmoothing
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8de4fafd

Commit 8de4fafd authored 3 weeks ago by Michael Scholkemper

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.gitignore 6 additions, 0 deletions

.gitignore
LICENSE 21 additions, 0 deletions

LICENSE
README.md 19 additions, 72 deletions

README.md
code/GNN_models.py 418 additions, 0 deletions

code/GNN_models.py
code/ablation_study.ipynb 657 additions, 0 deletions

code/ablation_study.ipynb
code/eval.ipynb 182 additions, 0 deletions

code/eval.ipynb
code/graph_level_norm.sh 12 additions, 0 deletions

code/graph_level_norm.sh
code/main.py 304 additions, 0 deletions

code/main.py
code/node_level_norm.sh 13 additions, 0 deletions

code/node_level_norm.sh
code/normalization_crossvalidation.py 172 additions, 0 deletions

code/normalization_crossvalidation.py
code/requirements.txt 9 additions, 0 deletions

code/requirements.txt

with 1813 additions and 72 deletions

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