thuml/iTransformer

StandardScaler vs iTransformer normalization

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Temppus commented

Hi,I am playing with custom dataset and exploring different parameters.

I noticed that custom dataset loader uses StandardScaler by default. However iTransformer also supports normalization that uses normalization formula that is same as StandardScaler uses ?

  1. Are these two doing same thing (over same data) ?
  2. If yes this means that I should be using --use_norm 0 ?

Thank you for response.

WenWeiTHU commented

Hello, see this for the detailed discussion: thuml/Nonstationary_Transformers#9.