Version 5.0.1 (2021-10-13)

πŸ”΄ Bug fixes

  • Fix scorecard bug where scores and odds were still out with a constant factor

Version 5.0.0 (2021-10-01)

✨ New features and improvements

  • Move plotting functionality to example notebook to make customizing plots easier

  • Initialize ManualBinning object with dictionary so you no longer have to first run autobinning

  • Add dtype property with new ordinal type

πŸ”΄ Bug fixes

  • Fix scorecard bug where scores and odds were out with a constant factor

  • Fix reset protected bins bug

  • Remove warnings on import in some environments

πŸ“– Documentation

  • Fix the link to the documentation

Version 4.2.0 (2021-08-25)

✨ New features and improvements

  • Rename the project to β€œPraexia”

  • Add VIF table description

πŸ”΄ Bug fixes

  • Fix a broken tooltip

πŸ“– Documentation

  • Add changelog to documentation

  • Change documentation to reference β€œPraexia”

  • Minor docstring corrections

Version 4.1.0 (2021-07-23)

  • Add Gini correlation plot

  • Fix bug in manual binning where categorical bins were not updating

  • Sort variables alphabetically in manual binning widget

Version 4.0.0 (2021-07-23)

  • Fix ordering of labels in monitoring plots

  • Data for monitoring plots are now calculated separately from the plot

  • Speed up autobinning by using OptBinning and remove scorecardpy as dependency

Version 3.0.1 (2021-06-24)

  • Fix missing example data bug

Version 3.0.0 (2021-06-17)

  • Sagemaker support

  • Remove built-in data access layer

  • Add support for sample weights

  • Support optional predefined bins

  • Fix applications outcome plot to accept an arbitrary number of datasets

  • Fix bug with separator specification in the manual binning widget

  • Various scorecard edge case fixes

Version 2.0.0 (2021-05-04)

  • Update to JupyterLab 3.0+

  • Remove Festina integration

  • Fix bug in CLI printout

  • Add link to the documentation to example notebook

Version 1.2.0 (2021-04-28)

  • Add CLI commands. These are accessible via the ccc executable after installing the package using pip.

  • Add monitoring example notebook

Version 1.1.0 (2021-02-24)

  • Incorporate categorical variables

  • Incorporate add button widget

  • Add monitoring plot

Version 0.0.1 (2020-11-18)

  • Initial commits and project creation,