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Update deepchecks integration #2987

Merged
merged 15 commits into from
Sep 25, 2024
Merged

Update deepchecks integration #2987

merged 15 commits into from
Sep 25, 2024

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wjayesh
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@wjayesh wjayesh commented Sep 5, 2024

Describe changes

  • Added new checks to both Tabular and computer vision data types
  • Introduced multi-model comparisons through a new type of Suite (ModelComparisonSuite)
  • Made pairing of checks with suites more robust.

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Please ensure you have done the following:

  • I have read the CONTRIBUTING.md document.
  • If my change requires a change to docs, I have updated the documentation accordingly.
  • I have added tests to cover my changes.
  • I have based my new branch on develop and the open PR is targeting develop. If your branch wasn't based on develop read Contribution guide on rebasing branch to develop.
  • If my changes require changes to the dashboard, these changes are communicated/requested.

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)
  • Other (add details above)

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@github-actions github-actions bot added the internal To filter out internal PRs and issues label Sep 5, 2024
@bcdurak bcdurak requested review from avishniakov and removed request for bcdurak September 20, 2024 07:24
avishniakov
avishniakov approved these changes Sep 20, 2024
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Nice one, only one question.

src/zenml/integrations/deepchecks/validation_checks.py Show resolved Hide resolved
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Classification template updates in examples/mlops_starter have been pushed.

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NLP template updates in examples/e2e_nlp have been pushed.

@wjayesh wjayesh merged commit a43a43b into develop Sep 25, 2024
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@wjayesh wjayesh deleted the growthhack1/deepchecks branch September 25, 2024 08:26
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@avishniakov avishniakov avishniakov approved these changes

@htahir1 htahir1 htahir1 approved these changes

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@wjayesh @htahir1 @avishniakov @bcdurak @actions-user