Citation Request

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

@article{thieu2024feature,
title={Feature selection using metaheuristics made easy: Open source MAFESE library in Python},
author={Van Thieu, Nguyen and Nguyen, Ngoc Hung and Heidari, Ali Asghar},
journal={Future Generation Computer Systems},
year={2024},
publisher={Elsevier},
doi={10.1016/j.future.2024.06.006},
url={https://doi.org/10.1016/j.future.2024.06.006},
}

@software{nguyen_van_thieu_2023_7969043,
  author       = {Nguyen Van Thieu, Ngoc Hung Nguyen, Ali Asghar Heidari},
  title        = {Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python},
  month        = may,
  year         = 2023,
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.7969042},
  url          = {https://github.com/thieu1995/mafese}
}

@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}
}

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/mafese

• Official document: https://mafese.readthedocs.io/

• Download releases: https://pypi.org/project/mafese/

• Issue tracker: https://github.com/thieu1995/mafese/issues

• Notable changes log: https://github.com/thieu1995/mafese/blob/master/ChangeLog.md

• Examples with different meapy version: https://github.com/thieu1995/mafese/blob/master/examples.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/aiir-team

Some support websites

1. https://neptune.ai/blog/feature-selection-methods

2. https://www.blog.trainindata.com/feature-selection-machine-learning-with-python/

3. https://github.com/LBBSoft/FeatureSelect

4. https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-019-2754-0

5. https://github.com/scikit-learn-contrib/boruta_py

6. https://elki-project.github.io/

7. https://sci2s.ugr.es/keel/index.php

8. https://archive.ics.uci.edu/datasets

9. https://python-charts.com/distribution/box-plot-plotly/

10. https://plotly.com/python/box-plots/?_ga=2.50659434.2126348639.1688086416-114197406.1688086416#box-plot-styling-mean–standard-deviation

License

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