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@github-actions github-actions released this 19 Jul 21:12
· 49 commits to main since this release
v0.11.0
2f47f84
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nnansters Niels
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Learn about vigilant mode.

Changed

  • Updated Pydantic to ^2.7.4, SQLModel to ^0.0.19. (#401)
  • Removed the drop_duplicates step from the DomainClassifier for a further speedup. (#402)
  • Reverted to previous working dependency configuration for matplotlib as the current one causes issues in conda. (#403)

Fixed

  • Added DomainClassifier method for drift detection to be run in the CLI.
  • Fixed NaN handling for multiclass confusion matrix estimation in CBPE. (#400)
  • Fixed incorrect handling of columns marked as categorical in Wasserstein and Hellinger drift detection methods.
    The treat_as_categorical value was ignored. We've also added a treat_as_continuous column to explicitly mark columns as continuous.
    (#404)
  • Fixed an issue with multiclass AUROC calculation and estimation when not all classes are available in a
    reference chunk during fitting. (#405)

Added

  • Added a new data quality calculator to check if continuous values in analysis data are within the ranges
    encountered in the reference data. Big thanks to @jnesfield! Still needs some documentation...
    (#408)
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