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).

v0.5.0 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.3355
Related Identifier IsSupplementTo https://doi.org/10.21105/joss.05671
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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:3355
Provenance
Creator Wicaksono, Damar Canggih ORCID logo; Hecht, Michael ORCID logo
Publisher Rodare
Publication Year 2024
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 v0.5.0
Discipline Life Sciences; Natural Sciences; Engineering Sciences