https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.5

Changelogs

• fix: add missing sagemaker:AddTags to sfn execute role
• fix: explicitly set log bucket object ownership for S3 ACL change

- TypeScript
Published by zxkane about 3 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.4

• pin Neptune engine version to 1.2.0.1

- TypeScript
Published by zxkane over 3 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.4-rc0

• pin Neptune engine version to 1.2.0.1

- TypeScript
Published by zxkane over 3 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.3

Changelogs

• fix: learning rate and epoch in training

- TypeScript
Published by zxkane almost 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.2

Changelogs

• feat: (experimental)SageMaker serverless Inference
• fix: bump Lambda runtime to Nodejs 16.x and Python 3.9
• fix: update documentdb certificate when deploying to AWS China regions

- TypeScript
Published by zxkane almost 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.2-rc0

• fix: bump Lambda runtime to Nodejs 16.x and Python 3.9
• feat: (experimental)SageMaker serverless Inference

- TypeScript
Published by zxkane almost 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.1

• Fix CloudFormation deployment due to expired Api key of graphql #272

- TypeScript
Published by zxkane over 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.1-rc0-rel

- TypeScript
Published by zxkane over 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.1-rc0

- TypeScript
Published by zxkane over 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.0

It’s an end-to-end solution for real-time fraud detection which leverages graph database Amazon Neptune, 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.

• model training pipeline
• online business monitor
• online docs

- TypeScript
Published by zxkane over 4 years ago

https://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dgl - v2.0.0-rc.0

- TypeScript
Published by zxkane over 4 years ago