Citation Request¶

Note

If you want to understand how Metaheuristic is applied to Extreme Learning Machine, you need to read the paper titled “A new workload prediction model using extreme learning machine and enhanced tug of war optimization”. The paper can be accessed at the following this link

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

@software{nguyen_van_thieu_2023_8249046,
  author       = {Nguyen Van Thieu},
  title        = {IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine},
  month        = aug,
  year         = 2023,
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.8249045},
  url          = {https://github.com/thieu1995/IntelELM}
}

@article{nguyen2020new,
  title={A new workload prediction model using extreme learning machine and enhanced tug of war optimization},
  author={Nguyen, Thieu and Hoang, Bao and Nguyen, Giang and Nguyen, Binh Minh},
  journal={Procedia Computer Science},
  volume={170},
  pages={362--369},
  year={2020},
  publisher={Elsevier},
  doi={10.1016/j.procs.2020.03.063}
}

@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/intelelm
Official document: https://intelelm.readthedocs.io/
Download releases: https://pypi.org/project/intelelm/
Issue tracker: https://github.com/thieu1995/intelelm/issues
Notable changes log: https://github.com/thieu1995/intelelm/blob/master/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.