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Add RevIN #404

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WenjieDu opened this issue May 11, 2024 · 0 comments
Closed
1 task done

Add RevIN #404

WenjieDu opened this issue May 11, 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 11, 2024

1. Model description

RevIN should be included in PyPOTS, considering now many time series models using RevIN.

@inproceedings{kim2022revin,
title={Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift},
author={Taesung Kim and Jinhee Kim and Yunwon Tae and Cheonbok Park and Jang-Ho Choi and Jaegul Choo},
booktitle={International Conference on Learning Representations},
year={2022},
url={https://openreview.net/forum?id=cGDAkQo1C0p}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/ts-kim/RevIN

@WenjieDu WenjieDu added the enhancement New feature or request label May 11, 2024
@WenjieDu WenjieDu self-assigned this May 11, 2024
@WenjieDu WenjieDu added the new algo Proposing to add a new model/algorithm label May 11, 2024
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