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hey @Florian Stracke! Thanks for using mlforecast. One option might be to use

OneHotEncoder

directly on the data before using

MLForecast

and feed the

preprocess

method with that preprocessed data. That will give you the dynamic features and the one hot encoded columns. Something like: