├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── create_stack_in_other_regions.md ├── notebooks ├── 0_prepare_transactions_dataset.ipynb ├── 1_setup.ipynb ├── 2_batch_ingestion.ipynb ├── 3_train_and_deploy_model.ipynb ├── 4_streaming_predictions.ipynb ├── 5_cleanup.ipynb ├── images │ ├── CFN-Stack-CREATE_COMPLETE.png │ ├── batch_ingestion.png │ ├── cloudformation-launch-stack.png │ ├── feature_groups.png │ ├── fraud_pattern.png │ ├── ingestion_two_groups.png │ ├── log_results.png │ ├── sql_agg.png │ ├── streaming_agg_pattern.png │ └── streaming_prediction.png └── schema │ ├── cc-agg-batch-fg-schema.json │ └── cc-agg-fg-schema.json ├── src └── lambda │ ├── InvokeFraudEndpointLambda │ └── lambda_function.py │ └── StreamingIngestAggFeatures │ └── lambda_function.py └── templates └── sagemaker-featurestore-template.yaml /.gitignore: -------------------------------------------------------------------------------- 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