Samples Package¶
Routines to generate generic purpose design of experiment, including simple
random sampling (srs
), latin hypercube (lhs
), optimized latin hypercube
(lhs-opt
), and Sobol’ sequence (sobol
).
gsa_module.samples.srs
¶
gsa_module.samples.lhs
¶
gsa_module.samples.lhs_opt
¶
gsa_module.samples.sobol
¶
Randomization of the quasi-MC samples can be achieved in the easiest manner by random shift (or the Cranley-Patterson rotation).