================
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:
    * https://github.com/thieu1995/mealpy
    * https://github.com/thieu1995/metaheuristics
    * https://github.com/thieu1995/opfunu
    * https://github.com/thieu1995/enoppy
    * https://github.com/thieu1995/permetrics
    * https://github.com/thieu1995/MetaCluster
    * https://github.com/thieu1995/pfevaluator
    * https://github.com/thieu1995/intelelm
    * https://github.com/thieu1995/reflame
    * https://github.com/thieu1995/MetaPerceptron
    * https://github.com/aiir-team


=======
License
=======

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


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