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).

v0.6.0 is a minor release that further expands the library of available UQ test functions and introduces several bug fixes. This update introduces 19 new test functions, bringing the total to 75.

See the complete CHANGELOG.

v0.5.0 is a minor release that further expands the library of available UQ test functions. This update introduces 14 new test functions, bringing the total to 56.

Identifier
DOI https://doi.org/10.14278/rodare.3420
Related Identifier IsSupplementTo https://doi.org/10.21105/joss.05671
Related Identifier IsIdenticalTo https://www.hzdr.de/publications/Publ-37736
Related Identifier IsReferencedBy https://www.hzdr.de/publications/Publ-37735
Related Identifier IsPartOf https://doi.org/10.14278/rodare.2530
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Metadata Access https://rodare.hzdr.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:rodare.hzdr.de:3420
Provenance
Creator Wicaksono, Damar Canggih ORCID logo; Hecht, Michael ORCID logo
Publisher Rodare
Publication Year 2025
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 v0.6.0
Discipline Life Sciences; Natural Sciences; Engineering Sciences