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@ThomasMeissnerDS ThomasMeissnerDS released this 06 Oct 08:05
· 141 commits to main since this release
v1.6.2
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Learn about vigilant mode.

We are happy to announce the release of version 1.6.2!

Besides improvements and bug fixes, version 1.6.2 introduces a new feature: Configuration via a UI in the notebook.
For beginners it might be tough to customize BlueCast, thus we introduce this feature. It offers to configure the most important
settings via a non-programmatic way.

welcome_ui

New features

  • Add non-programmatic way of configuring BlueCast instance
  • Strengthen support for S3: Error analysis is possible via SageMaker/S3 now
  • add plot_distribution_pairs EDA func

Improvements

  • Update dependencies for devs.
  • Improve tie handling within conformal prediction to get better prediction sets
  • Change output of predict_interval within Conformal prediction wrapper for classification to a nested list. This will make post processing easier and more robust.
  • Fix mutual information score plot annotations to go out of bounds
  • Add param to multivariate datadrift that subsamples both dfs to same size

Bug fixes

  • Fix a small bug where feature type detector fails when ignore_cols is an empty list.
  • Strengthen Polars support: Fix a bug where FeatureTypeDetector maps Decimal type columns to object
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