UltraNest is a general-purpose Bayesian inference package for parameter estimation and model comparison. It allows fitting arbitrary models specified as likelihood functions written in Python, C, C++, Fortran, Julia or R. With a focus on correctness and speed (in that order), UltraNest is especially useful for multimodal or non-Gaussian parameter spaces, computational expensive models, in robust pipelines. Parallelisation to computing clusters and resuming incomplete runs is available.
Keywords for this software
References in zbMATH (referenced in 3 articles , 1 standard article )
Showing results 1 to 3 of 3.
- Johannes Buchner: Bayesian X-ray Analysis (BXA) v4.0 (2021) not zbMATH
- Johannes Buchner: UltraNest - a robust, general purpose Bayesian inference engine (2021) not zbMATH
- Buchner, Johannes: A statistical test for nested sampling algorithms (2016)