UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions

DOI

UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:

an implementation with minimal dependencies (i.e., NumPy and SciPy) and a common interface of many test functions
a single entry point collecting test functions and their probabilistic input specifications in a single Python package
an opportunity for an open-source contribution, supporting the implementation of new test functions or posting reference results.

In short, UQTestFuns is an homage to the Virtual Library of Simulation Experiments (VLSE).

v0.4.1 includes one additional test function used in the context of metamodeling. The package documentation has been updated following the review process during the submission to the Journal of Open Source Software (JOSS). This release is part of the acceptance of the package to JOSS.

This archive is part of the archival process to ROBIS.

Identifier
DOI https://doi.org/10.14278/rodare.2531
Related Identifier https://doi.org/10.21105/joss.05671
Related Identifier https://www.hzdr.de/publications/Publ-37736
Related Identifier https://www.hzdr.de/publications/Publ-37735
Related Identifier https://doi.org/10.14278/rodare.2530
Related Identifier https://rodare.hzdr.de/communities/hzdr
Related Identifier https://rodare.hzdr.de/communities/rodare
Metadata Access https://rodare.hzdr.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:rodare.hzdr.de:2531
Provenance
Creator Wicaksono, Damar Canggih ORCID logo; Hecht, Michael ORCID logo
Publisher Rodare
Publication Year 2023
Rights MIT License; Open Access; https://opensource.org/licenses/MIT; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://rodare.hzdr.de/support
Representation
Language English
Resource Type Software
Version v0.4.1
Discipline Life Sciences; Natural Sciences; Engineering Sciences