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Add TimeMixer #397

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WenjieDu opened this issue May 9, 2024 · 0 comments
Open
1 task done

Add TimeMixer #397

WenjieDu opened this issue May 9, 2024 · 0 comments
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enhancement New feature or request new algo Proposing to add a new model/algorithm

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@WenjieDu
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WenjieDu commented May 9, 2024

1. Model description

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

@inproceedings{wang2024timemixer,
title={TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting},
author={Shiyu Wang and Haixu Wu and Xiaoming Shi and Tengge Hu and Huakun Luo and Lintao Ma and James Y. Zhang and JUN ZHOU},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=7oLshfEIC2}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/kwuking/TimeMixer

@WenjieDu WenjieDu added enhancement New feature or request new algo Proposing to add a new model/algorithm labels May 9, 2024
@WenjieDu WenjieDu self-assigned this May 9, 2024
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Labels
enhancement New feature or request new algo Proposing to add a new model/algorithm
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