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CEEMDAN/HHT Request

Open CadePGCM opened this issue 2 years ago • 2 comments

Can you add support for empirical mode decomposition and hilbert huang transform?

CadePGCM avatar Aug 26 '22 15:08 CadePGCM

Hi, thanks for the suggestion. Could you share example use-cases? I'm wondering if/how this should fit into Darts.

hrzn avatar Sep 01 '22 15:09 hrzn

I would like to second this. I had a case where improved forecasting performance was achieved by preprocessing the data using EMD and its variants. The case was a univariate timeseries series forecasting, short-term significant wave height. Yet care needs to be taken, it should be implemented in a moving window fashion as not to carry information about the future through the decomposition.

TamerAbdelmigid avatar Sep 04 '22 23:09 TamerAbdelmigid