bayesvalidrox.surrogate_models.polynomial_chaos.PINV

class bayesvalidrox.surrogate_models.polynomial_chaos.PINV

Bases: object

(Pseudo)-inverse class for training PCE.

__init__()

Methods

__init__()
fit(X, y)	Calculate coefficients c in X*c=y.
predict(psi)	Calculates Psi*c.

fit(X, y)

Calculate coefficients c in X*c=y.

Parameters

Xnp.ndarray

Matrix on the left hand side.

ynp.ndarray

Vector on the right hand side.

predict(psi)

Calculates Psi*c.