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Home / v0.11.0
Name Modified Size InfoDownloads / Week
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nannyml-0.11.0-py3-none-any.whl 2024-07-19 23.0 MB
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README.md 2024-07-19 1.5 kB
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v0.11.0 source code.tar.gz 2024-07-19 32.0 MB
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v0.11.0 source code.zip 2024-07-19 32.4 MB
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Totals: 4 Items   87.5 MB 0

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)
Source: README.md, updated 2024-07-19