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

Wicaksono, Damar Canggih; Hecht, Michael

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.

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Publication date:
January 21, 2025
DOI:
10.14278/rodare.3420

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Keyword(s):
python uncertainty-quantification benchmark sensitivity-analysis metamodeling reliability-analysis
Related identifiers:
Identical to:
https://www.hzdr.de/publications/Publ-37736
Referenced by:
https://www.hzdr.de/publications/Publ-37735
Supplement to:
10.21105/joss.05671
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License (for files):
MIT License

Versions

Version v0.6.0 10.14278/rodare.3420 Jan 21, 2025
Version v0.5.0 10.14278/rodare.3355 Nov 18, 2024
Version v0.4.1 10.14278/rodare.2531 Oct 30, 2023
Cite all versions? You can cite all versions by using the DOI 10.14278/rodare.2530. This DOI represents all versions, and will always resolve to the latest one. Read more.

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Wicaksono, Damar Canggih, & Hecht, Michael. (2025, January 21). UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions (Version v0.6.0). Rodare. http://doi.org/10.14278/rodare.3420
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