SFB 1313 Publication "BayesValidRox 2.0.0"

New SFB 1313 publication, published in the scientific journal JoDaKISS. The work has been developed in the context of the SFB 1313 research project D03.

"BayesValidRox 2.0.0"

Authors

• Rebecca Kohlhaas (University of Stuttgart, research project D03)
• Maria Fernanda Morales Oreamuno (University of Stuttgart)
• Farid Mohammadi (University of Stuttgart, research project D03)
• Alina Lacheim (University of Stuttgart)

Abstract

BayesValidRox is an open-source Python package that provides methods for surrogate modeling, Bayesian inference and Bayesian multi-model comparison. Release 2.0.0 improves the modularity and uniformity of the package and introduces template classes for surrogate models and methods for generating posterior samples.