Simple Simultaneous Ensemble Genetic Programming (2SEGP)

Python 3 code for 2SEGP, which was proposed in:

@inbook{virgolin2021genetic,
  author = {Virgolin, Marco},
  title = {Genetic Programming is Naturally Suited to Evolve Bagging Ensembles},
  year = {2021},
  isbn = {9781450383509},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3449639.3459278},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  pages = {830–839},
  numpages = {10}
}

Installation

Run pip install . from inside this folder.

Requirements

Requires numpy >= 1.16.1, scikit-learn >= 0.20.0, simplegp >= 0.9.9.