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Add TimeLLM #564

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WenjieDu opened this issue Feb 18, 2025 · 0 comments
Closed
1 task done

Add TimeLLM #564

WenjieDu opened this issue Feb 18, 2025 · 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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1. Model description

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

@inproceedings{jin2024timellm,
title={Time-{LLM}: Time Series Forecasting by Reprogramming Large Language Models},
author={Ming Jin and Shiyu Wang and Lintao Ma and Zhixuan Chu and James Y. Zhang and Xiaoming Shi and Pin-Yu Chen and Yuxuan Liang and Yuan-Fang Li and Shirui Pan and Qingsong Wen},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=Unb5CVPtae}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/KimMeen/Time-LLM

@WenjieDu WenjieDu added enhancement New feature or request new algo Proposing to add a new model/algorithm labels Feb 18, 2025
@WenjieDu WenjieDu self-assigned this Feb 18, 2025
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Labels
enhancement New feature or request new algo Proposing to add a new model/algorithm
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