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DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction

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DeepGraphGO

DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction

Requirements

  • python==3.8.3
  • numpy==1.19.2
  • scipy==1.5.0
  • scikit-learn==0.22.1
  • networkx==2.4
  • torch==1.6.0
  • dgl==0.4.3post2
  • click==7.1.2
  • ruamel.yaml==0.16.6
  • biopython==1.78
  • tqdm==4.47.0
  • logzero==1.5.0
  • joblib==0.16.0

Experiments

./scripts/preprocessing.sh
./scripts/run_mf.sh
./scripts/run_bp.sh
./scripts/run_cc.sh

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DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction

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