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Will DJL support time series preprocess ?

Open r1ckypp opened this issue 3 years ago • 3 comments
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Will DJL support time series preprocess ? Hi, there are some preprocess implementations for cv, nlp in ai.djl.modality, and currently I am working on time series model inference with djl, so I wonder if djl will support some preprocess for time series data ? (like general scaler or more specific feature engineering like what gluonts done https://ts.gluon.ai/api/gluonts/gluonts.transform.feature.html) or is there any thing djl has done and I missed ? :)

r1ckypp avatar Jan 10 '22 03:01 r1ckypp

@r1ckypp We don't have time series processing in DJL today, but this is something we'd like to add. It would be great if you can contribute TS to DJL.

frankfliu avatar Jan 12 '22 17:01 frankfliu

Thanks for your reply. :) And I am willing to try to contribute(not familiar with that) if I get some progress.

r1ckypp avatar Jan 13 '22 09:01 r1ckypp

@r1ckypp We have just added the support for gluonTS model inference. Check out https://github.com/deepjavalibrary/djl/pull/1903

KexinFeng avatar Aug 26 '22 01:08 KexinFeng