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scaler_cols optional. The columns you want to scale. If left blank and scaler is present this will default to all columns
feature_params : optional. An optional block used for creating additional features.
datetime_params use this if you want to automatically date_time features to your model base on the timestamp.
hour
interpolate required. Either set to False or takes a parameter block. In the case of a parameter block you will need the following parameters:
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