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Hey. You can use a scikit-learn pipeline for your model that includes sklearn's standard scaler, similar to what is done here

Got it👍 is there a way to rename the pipeline when i use it in the Statsforecast function?

Do you mean mlforecast?

Oh it's alright I just figured it out, just need to use a dictionary of models to name them🙂