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TimeMixer to Multi task #95

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TianQingX opened this issue Dec 3, 2024 · 3 comments
Open

TimeMixer to Multi task #95

TianQingX opened this issue Dec 3, 2024 · 3 comments

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@TianQingX
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How can I TimeMixer to Multi-task, Your work is not bad for short-term prediction, and I would like to join your experiment for multi-task vol prediction on finance

@kwuking
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kwuking commented Dec 4, 2024

Thank you for your interest in our work. May I ask what you mean by "multi-task"? TimeMixer is currently capable of performing short-term predictions directly—does this meet your requirements?

@TianQingX
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TianQingX commented Dec 4, 2024 via email

@kwuking
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kwuking commented Dec 14, 2024

Means predict more than one time series target, Global forecasting models , like multi time series target(Y1,Y2,Y3) for next 60 steps. for example, In weather predicting, but predicting temperature, Moist, wind speed

Yes, this is an annotated multivariate time series medical data. TimeMixer can fully handle multivariate time series prediction. The test datasets currently provided in our scripts, such as weather, ETT, and Traffic, are all multivariate time series. You can refer to these settings and directly use TimeMixer to handle this problem.

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