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@aassadza aassadza released this 29 Sep 17:18
· 34 commits to main since this release
v1.4.0
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Learn about vigilant mode.

Added

  • A new pipeline to deploy AWS SageMaker Model Quality Monitor. The new pipeline monitors the performance of a deployed model by comparing the
    predictions that the model makes with the actual ground truth labels that the model attempts to predict.

Updated

  • The Model Monitor pipeline's API call. Now, the Model Monitor pipeline is split into two pipelines, Data Quality Monitor pipeline, and Model Quality Monitor pipeline.
  • The format of CloudFormation templates parameters' names from PARAMETERNAME to ParameterName.
  • The APIs of the Realtime Inference pipeline to support passing an optional custom endpoint name.
  • The data quality baseline's Lambda to use AWS SageMaker SDK to create the baseline, instead of using Boto3.
  • AWS Cloud Development Kit (AWS CDK) and AWS Solutions Constructs to version 1.117.0.

Refer to changelog for more information.

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