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introduction

The official implement of GE-GNN: Gated Edge-augmented Graph Neural Network for Fraud Detection on IEEE Transactions on Big Data

run

  1. please unzip all compress files
  2. make file named result
  3. run main.py

Note

We offer preprocessed dataset already, if you want to preprocess the original dataset, please run data_preprocess.py

dependency

  1. python==3.9.18
  2. pytorch==1.13.0
  3. scipy==1.9.3
  4. sklearn==1.3.0
  5. tqdm==4.65.0
  6. dgl==1.1.2.cu116
  7. networkx==2.7
  8. numpy==1.26.4
  9. pyg==2.3.1
  10. pandas==2.2.1

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