Software Open Access
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).
v0.4.1 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.
| Name | Size | |
|---|---|---|
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uqtestfuns-0.4.1.zip
md5:298d57a95c220efecf6eb98e155288e4 |
746.4 kB | Download |
| All versions | This version | |
|---|---|---|
| Views | 916 | 507 |
| Downloads | 24 | 14 |
| Data volume | 21.4 MB | 10.5 MB |
| Unique views | 744 | 432 |
| Unique downloads | 24 | 14 |
- Publication date:
- October 30, 2023
- DOI:
-
- 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 - Communities:
- License (for files):
- MIT License
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Cite as
Wicaksono, Damar Canggih, & Hecht, Michael. (2023, October 30). UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions (Version v0.4.1). Rodare. http://doi.org/10.14278/rodare.2531