Surrogates

This module contains functionality for all the surrogate methods supported in UQpy.

The module currently contains the following classes:

• SROM: Class to estimate a discrete approximation for a continuous random variable using Stochastic Reduced Order Model.

• GaussianProcessRegression: Class to generate an approximate surrogate model using Gaussian Processes.

• PolynomialChaosExpansion: Class to generate an approximate surrogate model using Polynomial chaos.