Is your feature request related to a current problem?
Some models may perform better with some datetime attributes being one hot encoded. Currently, we have to use the datetime_attribute_timeseries() function to generate these encodings. Using this function for only one-hot encoded attributes and the add_encoder parameter for others requires more custom code from users.
Describe proposed solution
Adding a OneHotTemporalEncoder class which generates one hot encodings for date time attributes. The encoder should be used by SequentialEncoder and by the add_encoder parameter of models.
Is your feature request related to a current problem?
Some models may perform better with some datetime attributes being one hot encoded. Currently, we have to use the datetime_attribute_timeseries() function to generate these encodings. Using this function for only one-hot encoded attributes and the
add_encoderparameter for others requires more custom code from users.Describe proposed solution
Adding a OneHotTemporalEncoder class which generates one hot encodings for date time attributes. The encoder should be used by SequentialEncoder and by the
add_encoderparameter of models.