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).
v0.5.0 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.
| Name | Size | |
|---|---|---|
|
uqtestfuns-0.5.0.zip
md5:51fbe42762190861330f881c40ee504c |
847.8 kB | Download |
| All versions | This version | |
|---|---|---|
| Views | 916 | 232 |
| Downloads | 24 | 4 |
| Data volume | 21.4 MB | 3.4 MB |
| Unique views | 744 | 206 |
| Unique downloads | 24 | 4 |
- Publication date:
- November 18, 2024
- 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
Share
Cite as
Wicaksono, Damar Canggih, & Hecht, Michael. (2024, November 18). UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions (Version v0.5.0). Rodare. http://doi.org/10.14278/rodare.3355