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@github-actions github-actions released this 21 Nov 13:44
· 219 commits to main since this release
v0.10.0
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nnansters Niels
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Learn about vigilant mode.
2e99128
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nnansters Niels
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Learn about vigilant mode.

Changed

  • Telemetry now detects AKS and EKS and NannyML Cloud runtimes. (#325)
  • Runner was refactored, so it can be extended with premium NannyML calculators and estimators. (#325)
  • Sped up telemetry reporting to ensure it doesn't hinder performance.
  • Some love for the docs as @santiviquez tediously standardized variable names. (#338)
  • Optimize calculations for L-infinity method. [(#340)]
  • Refactored the CalibratorFactory to align with our other factory implementations. [(#341)]
  • Updated the Calibrator interface with *args and **kwargs for easier extension.
  • Small refactor to the ResultComparisonMixin to allow easier extension.

Added

  • Added support for directly estimating the confusion matrix of multiclass classification models using CBPE.
    Big thanks to our appreciated alumnus @cartgr for the effort (and sorry it took soooo long). (#287)
  • Added DatabaseWriter support for results from MissingValuesCaclulator and UnseenValuesCalculator. Some
    excellent work by @bgalvao, thanks for being a long-time user and supporter!

Fixed

  • Fix issues with calculation and filtering in performance calculation and estimation. (#321)
  • Fix multivariate reconstruction error plot labels. (#323)
  • Log a warning when performance metrics for a chunk will return NaN value. (#326)
  • Fix issues with ReadTheDocs build failing
  • Fix erroneous specificity calculation, both realized and estimated. Well spotted @nikml! (#334)
  • Fix threshold computation when dealing with NaN values. Major thanks to the eagle-eyed @giodavoli. (#333)
  • Fix exports for confusion matrix metrics using the DatabaseWriter. An inspiring commit that lead to some other changes.
    Great job @shezadkhan137! (#335)
  • Fix incorrect normalization for the business value metric in realized and estimated performance. (#337)
  • Fix handling NaN values when fitting univariate drift. [(#340)]
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