Citation Request

Please include these citations if you plan to use this library:

@software{thieu20250510MetaSklearn,
    author       = {Nguyen Van Thieu},
    title        = {MetaSklearn: A Metaheuristic-Powered Hyperparameter Optimization Framework for Scikit-Learn Models},
    month        = June,
    year         = 2025,
    doi         = {10.6084/m9.figshare.28978805},
    url          = {https://github.com/thieu1995/MetaSklearn}
}

@article{van2023mealpy,
    title={MEALPY: An open-source library for latest meta-heuristic algorithms in Python},
    author={Van Thieu, Nguyen and Mirjalili, Seyedali},
    journal={Journal of Systems Architecture},
    year={2023},
    publisher={Elsevier},
    doi={10.1016/j.sysarc.2023.102871}
}

@article{Thieu_PerMetrics2024,
    author = {Thieu, Nguyen Van},
    doi = {10.21105/joss.06143},
    journal = {Journal of Open Source Software},
    month = mar,
    number = {95},
    pages = {6143},
    title = {{PerMetrics: A Framework of Performance Metrics for Machine Learning Models}},
    url = {https://joss.theoj.org/papers/10.21105/joss.06143},
    volume = {9},
    year = {2024}
}

If you have an open-ended or a research question, you can contact me via nguyenthieu2102@gmail.com.

Important links

Official source code repo: https://github.com/thieu1995/MetaSklearn
Official document: https://metasklearn.readthedocs.io/
Download releases: https://pypi.org/project/metasklearn/
Issue tracker: https://github.com/thieu1995/MetaSklearn/issues
Notable changes log: https://github.com/thieu1995/MetaSklearn/blob/main/ChangeLog.md
This project also related to our another projects which are “optimization” and “machine learning”, check it here:

License

The project is licensed under GNU General Public License (GPL) V3 license.