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Add Pyraformer #378

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WenjieDu opened this issue Apr 30, 2024 · 0 comments
Closed
1 task done

Add Pyraformer #378

WenjieDu opened this issue Apr 30, 2024 · 0 comments
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enhancement New feature or request

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@WenjieDu
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WenjieDu commented Apr 30, 2024

1. Model description

Pyraformer should be included in PyPOTS, and could start from the imputation task.

@inproceedings{liu2022pyraformer,
title={Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting},
author={Shizhan Liu and Hang Yu and Cong Liao and Jianguo Li and Weiyao Lin and Alex X. Liu and Schahram Dustdar},
booktitle={International Conference on Learning Representations},
year={2022},
url={https://openreview.net/forum?id=0EXmFzUn5I}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/ant-research/Pyraformer

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