# awslabs/realtime-fraud-detection-with-gnn-on-dgl

<https://repo.masters-masters.com/en/repos/awslabs/realtime-fraud-detection-with-gnn-on-dgl>

[Home](https://repo.masters-masters.com/en) › [awslabs](https://repo.masters-masters.com/en/owners/awslabs) › [realtime-fraud-detection-with-gnn-on-dgl](https://repo.masters-masters.com/en/repos/awslabs/realtime-fraud-detection-with-gnn-on-dgl)

awslabs/realtime-fraud-detection-with-gnn-on-dgl has 225 stars on GitHub. Its RepoMasters card: Prototype tier. An end-to-end blueprint architecture for…

| Field | Value |
| --- | --- |
| Owner | [awslabs](https://repo.masters-masters.com/en/owners/awslabs) |
| Stars | 225 |
| Forks | 40 |
| Language | [TypeScript](https://repo.masters-masters.com/en/languages/typescript) |
| License | Apache-2.0 |
| Created | 2021 |
| Topics | aws-cdk, gnn, dgl, fraud-detection, aws, sagemaker, neptune, graph-database, documentdb, appsync |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [awslabs/realtime-fraud-detection-with-gnn-on-dgl](https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl) |

## Repository

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…

Archived: this repository is read-only

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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