hyperbox-brain documentation

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Hyperbox-Brain

A scikit-learn compatible hyperbox-based machine learning library in Python.

Introduction

hyperbox-brain is a Python open source toolbox implementing hyperbox-based machine learning algorithms built on top of scikit-learn and is distributed under the GPL-3.0 license.

The project was started in 2018 by Prof. Bogdan Gabrys and Dr. Thanh Tung Khuat at the Complex Adaptive Systems Lab - The University of Technology Sydney. This project is a core module aiming to the formulation of explainable life-long learning systems in near future.

If you use hyperbox-brain, please use this BibTeX entry:

@article{khga23,
   title={hyperbox-brain: A Python toolbox for hyperbox-based machine learning algorithms},
   author={Khuat, Thanh Tung and Gabrys, Bogdan},
   journal={SoftwareX},
   volume={23},
   pages={101425},
   year={2023},
   url={https://doi.org/10.1016/j.softx.2023.101425},
   publisher={Elsevier}
}

API Reference

If you are looking for information on a specific function, class or method, this part of the documentation is for you.

Hyperbox-brain API

Tutorials

Indices and tables