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Add iTransformer #366

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WenjieDu opened this issue Apr 29, 2024 · 0 comments
Closed
1 task done

Add iTransformer #366

WenjieDu opened this issue Apr 29, 2024 · 0 comments
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enhancement New feature or request

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@WenjieDu
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WenjieDu commented Apr 29, 2024

1. Model description

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

@inproceedings{liu2024itransformer,
title={{iTransformer: Inverted Transformers Are Effective for Time Series Forecasting}},
author={Yong Liu and Tengge Hu and Haoran Zhang and Haixu Wu and Shiyu Wang and Lintao Ma and Mingsheng Long},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=JePfAI8fah}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/thuml/iTransformer

@WenjieDu WenjieDu added the enhancement New feature or request label Apr 29, 2024
@WenjieDu WenjieDu self-assigned this Apr 29, 2024
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