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
.