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Update the SageMaker Model Monitoring module with model explainability monitoring. #137

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merged 4 commits into from
Jun 24, 2024

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clokep
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@clokep clokep commented Jun 21, 2024

Describe your changes

Expands the module from #117, #125, and #126 (sagemaker-model-monitoring-module) to include monitoring model explainability (also called feature drift in some documentation).

Similar to other PRs this is somewhat difficult to test as you need a SageMaker Pipeline with the proper check steps & also ground truth for the data.

Issue ticket number and link

N/A

Checklist before requesting a review

  • I updated CHANGELOG.MD with a description of my changes
  • If the change was to a module, I ran the code validation script (scripts/validate.sh)
  • If the change was to a module, I have added thorough tests
  • If the change was to a module, I have added/updated the module's README.md
  • If a module was added, I added a reference to the module to the repository's README.md
  • I verified that my code deploys successfully using seedfarmer apply

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

@malachi-constant

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AWS CodeBuild CI Report

  • CodeBuild project: AIOpsModuleTestsInfrastruct-doMLXEYsnmxr
  • Commit ID: e91576d
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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@clokep clokep marked this pull request as ready for review June 21, 2024 13:45
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AWS CodeBuild CI Report

  • CodeBuild project: AIOpsModuleTestsInfrastruct-doMLXEYsnmxr
  • Commit ID: 74b2405
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

@LeonLuttenberger LeonLuttenberger merged commit 4b8027a into awslabs:main Jun 24, 2024
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@clokep clokep deleted the model-explainability-monitoring branch June 24, 2024 15:30
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3 participants