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Releases: awslabs/realtime-fraud-detection-with-gnn-on-dgl

v2.0.5

21 Apr 06:57
@zxkane zxkane
v2.0.5
9227c06
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v2.0.5 Latest
Latest

Changelogs

  • fix: add missing sagemaker:AddTags to sfn execute role
  • fix: explicitly set log bucket object ownership for S3 ACL change
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v2.0.4

21 Nov 02:55
@zxkane zxkane
v2.0.4
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v2.0.4
  • pin Neptune engine version to 1.2.0.1
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v2.0.4-rc0

20 Nov 08:56
@zxkane zxkane
v2.0.4-rc0
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v2.0.4-rc0 Pre-release
Pre-release
  • pin Neptune engine version to 1.2.0.1
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v2.0.3

28 Aug 10:51
@zxkane zxkane
v2.0.3
14bd51f
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v2.0.3

Changelogs

  • fix: learning rate and epoch in training
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v2.0.2

18 Aug 02:06
@zxkane zxkane
v2.0.2
9338d1c
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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
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v2.0.2-rc0

15 Aug 15:45
@zxkane zxkane
v2.0.2-rc0
110f877
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v2.0.2-rc0 Pre-release
Pre-release
  • fix: bump Lambda runtime to Nodejs 16.x and Python 3.9
  • feat: (experimental)SageMaker serverless Inference
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v2.0.1

28 Oct 08:52
@zxkane zxkane
v2.0.1
1747d7a
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v2.0.1
  • Fix CloudFormation deployment due to expired Api key of graphql #272
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v2.0.1-rc0-rel

28 Oct 07:47
@zxkane zxkane
v2.0.1-rc0-rel
66919e1
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v2.0.1-rc0-rel Pre-release
Pre-release 
Merge tag 'v2.0.1-rc0' into cfn-rel
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v2.0.1-rc0

28 Oct 07:45
@zxkane zxkane
v2.0.1-rc0
1747d7a
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v2.0.1-rc0 Pre-release
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chore: bump projen and version to 2.0.1
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v2.0.0

13 Sep 07:28
@zxkane zxkane
v2.0.0
7bb01c0
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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
Assets 2
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