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Code for paper "Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs"

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Graph Neural Scaling Laws

Environment

conda create -n envname python=3.9.16
conda activate envname
conda install -y pytorch=1.10.1 torchvision=0.11.2 torchaudio=0.10.1 torchtext=0.11.1 cudatoolkit=11.3 -c pytorch -c conda-forge
conda install -y pyg==2.0.4 -c pyg
pip install ogb==1.3.6

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Code for paper "Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs"

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  • Python 97.2%
  • Shell 2.8%