damar-wicaksono
commented
1 year ago This issue has been resolved by PR #117.
A high-level function now exists to list all the available UQ test functions with a basic filtering ability based on spatial dimension and application tag:
>>> import uqtestfuns as uqtf
>>> uqtf.list_functions()
No. Constructor Spatial Dimension Application Description
----- ------------------ ------------------- ------------------------- ----------------------------------------------------------------------------
1 Ackley() M optimization Ackley function from Ackley (1987)
2 Borehole() 8 metamodeling, sensitivity Borehole function from Harper and Gupta (1983)
3 DampedOscillator() 8 metamodeling, sensitivity Damped oscillator model from Igusa and Der Kiureghian (1985)
4 Flood() 8 metamodeling, sensitivity Flood model from Iooss and Lemaître (2015)
5 Ishigami() 3 metamodeling, sensitivity Ishigami function from Ishigami and Homma (1991)
6 OTLCircuit() 6 metamodeling, sensitivity Output transformerless (OTL) circuit model from Ben-Ari and Steinberg (2007)
7 Piston() 7 metamodeling, sensitivity Piston simulation model from Ben-Ari and Steinberg (2007)
8 SobolG() M sensitivity Sobol-G function from Sobol' (1998)
9 Sulfur() 9 metamodeling, sensitivity Sulfur model from Charlson et al. (1992)
10 WingWeight() 10 metamodeling, sensitivity Wing weight model from Forrester et al. (2008)
The function when called should print to the terminal the available test functions: the name, the string code, and the number of spatial dimensions; preferably in tabular format.