Papers

This page contains bibtex entries for each paper, as well as up-to-date code listings from each paper. Unless you want to reference a specific paper, when citing GAMA please cite the JOSS article.

GAMA: a General Automated Machine learning Assistant

Features GAMA 20.2.1

Bibtex will be added after publication.

Up-to-date Listings

Listing 1:

from gama import GamaClassifier
from gama.search_methods import AsynchronousSuccessiveHalving
from gama.postprocessing import EnsemblePostProcessing

automl = GamaClassifier(
    search=AsynchronousSuccessiveHalving(),
    post_processing=EnsemblePostProcessing()
)
automl.fit(X, y)
automl.predict(X_test)
automl.fit(X_test, y_test)

GAMA: Genetic Automated Machine learning Assistant

Features GAMA 19.01.0

@article{Gijsbers2019,
  doi = {10.21105/joss.01132},
  url = {https://doi.org/10.21105/joss.01132},
  year  = {2019},
  month = {jan},
  publisher = {The Open Journal},
  volume = {4},
  number = {33},
  pages = {1132},
  author = {Pieter Gijsbers and Joaquin Vanschoren},
  title = {{GAMA}: Genetic Automated Machine learning Assistant},
  journal = {Journal of Open Source Software}
}

Listings

This paper features no listings.