Software Tutorial

Below is a gallery of examples showing how to use different methods in PyApprox with the least amount of code.

These examples provide less mathematical background than the set of tutorials found here.

Random Variables

Random Variables

Model Definition

Model Definition

Model interfacing

Model interfacing

Parameter Sweeps

Parameter Sweeps

Low-discrepancy quadrature

Low-discrepancy quadrature

Univariate Gaussian Quadrature

Univariate Gaussian Quadrature

Multivariate Lagrange Interpolation

Multivariate Lagrange Interpolation

Multivariate Piecewise Polynomial Interpolation

Multivariate Piecewise Polynomial Interpolation

Convergence studies

Convergence studies

Sparse Grid Interpolation

Sparse Grid Interpolation

End-to-End Model Analysis

End-to-End Model Analysis

Multi-fidelity Quadrature

Multi-fidelity Quadrature

Multi-index Collocation

Multi-index Collocation