GitHub - yuqinie98/PatchTST: An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730github.com/yuqinie98/patchtst Key Points Patching 本文的核心思想就是Patching,这和Preformer中的核心...
bert的mlm任务应用于time series 很早就有人在做了,早期的常规思路就是mask掉部分time step的所有features,然后去预测被mask掉的time step的features,实际上是一个多输出的回归预测的任务,但是这种任务相对来说,太简单了,因为很多时候我们知道一个timestep的近邻的timestep的信息,要预测出被mask掉的这个timestep太容易...
A Time Series Is Worth 64 Words:Long-term Forecasting With Transformer,我们提出了一种高效设计的基于Transformer的模型,用于多变量时间序列预测和自监督表示学习。它基于两个关键组件:(i)将时间序列分割
delivered 283 items of practical outcomes and reached cooperation agreements worth more than $64 billion, thus ushering in a new stage of the high-quality construction of the BRI. During
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Atik-Ahamed/TimeMachinePublic NotificationsYou must be signed in to change notification settings Fork18 Star151 main Branches 0Tags Code README Apache-2.0 license TimeMachine Welcome to the official repository of:TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting. ...
22-12-06 TVT Arxiv 2022 A K-variate Time Series Is Worth K Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting None 23-01-05 Conformer ICDE 2023 Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution Conformer 23-01...
7. - So you're saying that old people aren't as worth saving as young people. 所以你的意思是,老年人的生命不值得我们像救年轻人一样来拯救吗? - He's saying that hearts are a scarce resource. We obviously have to choose criteria-- 他的意思是,心脏是相当稀缺的资源,所以我们必须有一个筛选...
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