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I am interested in extracting a representative pattern from time series having variable time periods. I have attached an image for reference. I would like to know if a LSTM would be the appropriate technique to achieve the same By representative pattern, I am basically mean that I am looking for something that can compress a large time series into a single time period Reference Image

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  • $\begingroup$ Have you tried simply decomposing this time series to check the cyclical component? $\endgroup$ – Lucas Farias Apr 5 at 16:15

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