pymc.gp.HSGP.conditional

HSGP.conditional(name, Xnew, dims=None)

Return the (approximate) conditional distribution evaluated over new input locations Xnew.

Parameters:

name

Name of the random variable

Xnewarray_like

Function input values. Inputs outside the box [center - L, center + L] fixed by prior are not checked: the basis reflects there and the result is not a GP prediction.

dims: None

Dimension name for the GP random variable.