API Reference

A modern Python-based mathematical uncertainty toolkit.

See also

See Mathematical Formalism for detail on the analytic properties of these tools.

PCE Modules

distributions

Classes and tools to define probability distributions.

families

Routines that specialize UncertainSCI.opoly1d for classical families of orthogonal polynomials.

indexing

Module containing indexing tools and families.

model_examples

opoly1d

Classes and methods for general univariate orthogonal polynomials.

opolynd

pce

sampling

transformations

ttr

vis

GP Modules

gp

Build Gaussian processes.