Repository: awslabs/realtime-fraud-detection-with-gnn-on-dgl
Description: An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.
Languages: JavaScript,Dockerfile,Python,Shell,HTML
Stars: 210
License: Apache License 2.0