tshap 0.0.1

Fast and Exact SHAP for Explaining Time Series Classification and Regression

tshap

A SHAP-based attribution method for time series classification and regression.

This repo accompanies our ECML-PKDD 2025 research track paper TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression.

Citation

If you use this repository in your research, please cite as:

@misc{lenguyen2025tshap,
    title={[TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression},
    author={Thach Le Nguyen and Georgiana Ifrim},
    year={2025},
    conference={ECMLPKDD},
    eprint={https://www.researchgate.net/publication/392833501_TSHAP_Fast_and_Exact_SHAP_for_Explaining_Time_Series_Classification_and_Regression},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}