Metadata-Version: 2.4
Name: tshap
Version: 0.0.1
Summary: Fast and Exact SHAP for Explaining Time Series Classification and Regression
Author-email: Thach Le Nguyen <lenguyenthach141@gmail.com>
Project-URL: Homepage, https://github.com/mlgig/tshap
Project-URL: Bug Tracker, https://github.com/mlgig/tshap/issues
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE
Dynamic: license-file

# 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](<https://www.researchgate.net/publication/392833501_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}
}
```
