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WenjieDu / PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
https://pypots.com
BSD 3-Clause "New" or "Revised" License
1.04k stars 99 forks source link

Add CSAI #536

Open LinglongQian opened 1 week ago

LinglongQian commented 1 week ago

1. Model description

CSAI should be included in PyPOTS as an imputation model.

@article{qian2023knowledge,
  title={Knowledge Enhanced Conditional Imputation for Healthcare Time-series},
  author={Qian, Linglong and Ibrahim, Zina and Ellis, Hugh Logan and Zhang, Ao and Zhang, Yuezhou and Wang, Tao and Dobson, Richard},
  journal={arXiv preprint arXiv:2312.16713},
  year={2023}
}

2. Check open-source status

3. Provide useful information for the implementation

https://github.com/LINGLONGQIAN/CSAI

github-actions[bot] commented 1 week ago

Hi there 👋,

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