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Are Transformers Effective for Time Series Forecasting?| Pit filling
2022-07-27 22:16:00 【Thinking and Practice】

The paper : Are Transformers Effective for Time Series Forecasting?
Code :https://github.com/cure-lab/DLinear
As eye-catching as this title ,Transformer Is it really effective in time series prediction ? This paper is in Abstract I doubt it Transformer-based Of TSF The relatively high accuracy of the solution is not the ability of its structure to extract temporal features , On the contrary, I think so DMS(Direct-multi-step) The credit of prediction strategy , Then a simple model is proposed Dlinear(Decomposition Linear Model), To be honest, I see all kinds of former Deformation of , It's really good to publish such an article , Borrow a netizen's comment , A heavy sword has no edge , It's a coincidence , The work of this paper is really good , Several students from the Chinese University of Hong Kong .
Are Transformers Effective for Time Series Forecasting?_ Bili, Bili _bilibili// This friend from Shenzhen University spoke very well , More basic 
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