pce.rst

PolynomialChaosExpansion Class

The .PolynomialChaosExpansion class is imported using the following command:

>>> from UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion import PolynomialChaosExpansion

Methods

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion

Attributes

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.polynomial_basis

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.multi_index_set

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.coefficients

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.bias

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.outputs_number

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.design_matrix

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.experimental_design_input

UQpy.surrogates.polynomial_chaos.PolynomialChaosExpansion.experimental_design_output

Examples

Polynomial Chaos Expansion Examples <../../auto_examples/surrogates/pce/index>