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v1.6.4

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@thomasmeissnercrm thomasmeissnercrm released this 16 Dec 05:15
· 110 commits to main since this release
ef1c294

This release adds more robustness and increases performance a bit.

  • target encoding will be executed in cross-validated fashion instead of just simple target encoding outside of folds
  • datetime features will also produce cyclic transformations of those. To prevent overfitting we ignore all date components that have just one unique value.
  • calibrate methods will automatically convert to pandas series if a numpy array has been provided
  • Domain checker and Modelmatchmaker support GPU acceleration now
  • hyperparameter tuning will not tune number of estimators by default. It is fixed to 1000, but can be customized