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ModelZoo
iTransformer_pytorch
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887697b8
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887697b8
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Apr 30, 2024
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chenzk
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v1.0.1
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# iTransformer
# iTransformer
传统Transformer模型在一个时间步上查看所有特征,不能高效利用长程时序特征,iTransformer可以跨多个时间步查看一个特征,能同时预测多个指标。
传统Transformer模型在一个时间步上查看所有特征,不能高效利用长程时序特征,iTransformer可以跨多个时间步查看一个特征,能同时预测多个指标。
## 论文
## 论文
`未发表论文`
`iTransformer: Inverted Transformers Are Effective for Time Series Forecasting`
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https://arxiv.org/pdf/2310.06625
## 模型结构
## 模型结构
采用标准的transformer decoder结构,对于backbone,无需修改transformer标准结构的代码即可实现本算法。
采用标准的transformer decoder结构,对于backbone,无需修改transformer标准结构的代码即可实现本算法。
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