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thuml / Time-Series-Library

A Library for Advanced Deep Time Series Models.
MIT License
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Will you include S4 and other state-space models in your benchmark? #521

Open voorhs opened 2 months ago

voorhs commented 2 months ago

You have included Mamba in the leaderboard and survey paper, but this model is not intended for time series analysis; it is better suited for language modeling. There are several state-space models specifically designed for time series analysis, such as S4, S5, DSS, and S4D.

wuhaixu2016 commented 2 months ago

Thanks for your recommendation. We have a long to-do list, where SSM is an important subtask.