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Categorical Features for TFT #1098

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sm-ak-r33 opened this issue Aug 3, 2024 · 2 comments
Open

Categorical Features for TFT #1098

sm-ak-r33 opened this issue Aug 3, 2024 · 2 comments

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@sm-ak-r33
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Description

I guess an actual TFT can handle categorical features with embeddings, does nixtla have something similar or it always needs to be done manually with label encodings?

Use case

I am trying to put string in in the input as feature but the model is not being able to parse it.

@jmoralez
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jmoralez commented Aug 3, 2024

Have you tried providing categorical features (columns of categorical data type)? It wouldn't use an embedding layer but it'd do label encoding.

@candalfigomoro
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See also #916

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