The emulator node allows for evaluating the selected response surface at user supplied samples. The model connection is supplied by the Response Surface node and the points can be supplied by any node that can supply an array of shape (samples, variables).
Evaluation of a single point can be performed by using a List node filled with the correct number of variables that matches the model.
If a large amount of samples are to be evaluated, it is often easier to use the code node to generate the samples.
Where the following python code builds an array of samples to be evaluated. In
pts = np.zeros((100, 2)) initializes an array of zeros of the shape
(100 samples, 2 variables).
pts[:, 0] = np.linspace(-2, 2, 100) then assigns
a 100 linear increasing floats from
2 to the first variable.
import numpy as np pts = np.zeros((100, 2)) pts[:, 0] = np.linspace(-2, 2, 100) returnOut = pts