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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.
calibratemethods 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