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Fmix_gnn.py

Fmix_gnn.py

 
 

README.md

README.md

 
 

adv_gnn.py

adv_gnn.py

 
 

base_gnn.py

base_gnn.py

 
 

fairgnn.py

fairgnn.py

 
 

fmp.py

fmp.py

 
 

main.py

main.py

 
 

module.py

module.py

 
 

reg_gnn.py

reg_gnn.py

 
 

run_fgnn.sh

run_fgnn.sh

 
 

utils.py

utils.py

 
 

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Chasing Fairness in Graphs: A GNN Architecture Perspective

Python Packages

  • pytorch==1.12.1
  • dgl==1.0.1+cu113

Command

Run the following command:

sh run_fgnn.sh

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Fair message passing

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