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models | 1 year ago | |
utils | 1 year ago | |
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feat_func.py | 1 year ago | |
main.py | 1 year ago | |
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This repo provides a collection of baselines for DGraphFin dataset. Please download the dataset from the DGraph web and place it under the folder './dataset/DGraphFin/raw'.
Implementing environment:
numpy = 1.23.1
pytorch = 1.10.1
torch_geometric = 2.0.4
torch_scatter = 2.0.9
torch_sparse = 0.6.13
GPU: Tesla A100 40G
python main.py
Performance on DGraphFin(10 runs):
Methods | Params | Valid AUC | Test AUC |
---|---|---|---|
GEARSage | 50544 | 0.8388 ± 0.0002 | 0.8460 ± 0.0002 |
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Python
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