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Extend support for categorical variables to more models

Open hrzn opened this issue 2 years ago • 3 comments

Some models (such as TFT, LightGBM, ...) can exploit those.

hrzn avatar Jan 25 '23 10:01 hrzn

Looking forward to this too -- is there any way we can do this "manually"?

afogarty85 avatar Mar 24 '23 01:03 afogarty85

Hi,

Is there an update on this ?

valentin-fngr avatar Aug 15 '24 11:08 valentin-fngr

LightGBM does support dynamic categorical variables from Darts version 0.24.0, see https://github.com/unit8co/darts/pull/1585 Please watch #2750 for additional categorical covariate support in CatBoostModel and easier adaptation to other models through extending abstract class RegressionModelWithCategoricalCovariates.

Categorical covariate support for some of our TorchForecastingModel (TFT,..) is left for future work.

jonasblanc avatar Apr 02 '25 09:04 jonasblanc