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AFA-GNN

A GNN framework from paper "Decouple Homophily-Heterophily: Adaptive Frequency Aggregation Graph neural network"

Run

python main.py

Environment Settings:

  • python=3.9.13
  • numpy=1.21.5
  • pandas=1.4.4
  • pytorch=1.12.0
  • torch-cluster=1.6.0+pt112cu113
  • torch-geometric=2.0.4
  • torch-scatter=2.1.0+pt112cu113
  • torch-spars=0.6.15+pt112cu113
  • torch-spline-conv=1.2.1+pt112cu113
  • scikit-learn 0.24.1

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A GNN framework

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