/query-selector-classification

LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Overwiew

This project uses Query Selector layer described in https://arxiv.org/abs/2107.08687 for time series classification tasks.

Installation

Requirements are such as in original project https://github.com/moraieu/query-selector

Results

Task Accuracy
Helpdesk 0.743
BPI '12 0.790

Citation

@misc{klimek2021longterm,
      title={Long-term series forecasting with Query Selector -- efficient model of sparse attention}, 
      author={Jacek Klimek and Jakub Klimek and Witold Kraskiewicz and Mateusz Topolewski},
      year={2021},
      eprint={2107.08687},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

Contact

If you have any questions please contact us by email - jacek.klimek@morai.eu