├── 01-Prepare-Data.ipynb ├── 02-Train-Fraud-RGCN.ipynb ├── 03-Predict-Fraud-RGCN.ipynb ├── 04-SM-Deploy-RGCN.ipynb ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── fgnn ├── __init__.py ├── fraud_detector.py ├── model_train_utils.py ├── pytorch_model.py ├── requirements.txt └── smtrain.py ├── requirements.txt └── test_fg.py /01-Prepare-Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/01-Prepare-Data.ipynb -------------------------------------------------------------------------------- /02-Train-Fraud-RGCN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/02-Train-Fraud-RGCN.ipynb -------------------------------------------------------------------------------- /03-Predict-Fraud-RGCN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/03-Predict-Fraud-RGCN.ipynb -------------------------------------------------------------------------------- /04-SM-Deploy-RGCN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/04-SM-Deploy-RGCN.ipynb -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/README.md -------------------------------------------------------------------------------- /fgnn/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /fgnn/fraud_detector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/fgnn/fraud_detector.py -------------------------------------------------------------------------------- /fgnn/model_train_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/fgnn/model_train_utils.py -------------------------------------------------------------------------------- /fgnn/pytorch_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/fgnn/pytorch_model.py -------------------------------------------------------------------------------- /fgnn/requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | dgl 3 | pyarrow -------------------------------------------------------------------------------- /fgnn/smtrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/fgnn/smtrain.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | numpy 3 | scikit-learn 4 | kaggle 5 | seaborn 6 | -------------------------------------------------------------------------------- /test_fg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/rgcn-fraud-detector/HEAD/test_fg.py --------------------------------------------------------------------------------