SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Difan Deng, Carolin Benjamins, Tim Ruhkopf, Rene Sass, Frank Hutter

Published: 15 Aug 2023, Last Modified: 15 Aug 2023AutoML 2023 (Journal Track)EveryoneRevisionsBibTeX
Paper URL: https://www.jmlr.org/papers/volume23/21-0888/21-0888.pdf
Broader Impact Statement: pdf
Paper Availability And License: Yes
Code Of Conduct: Yes
TLDR: Our versatile, BO-based SMAC3 package for HPO can be found here: https://github.com/automl/SMAC3.
Submission Number: 3