Source code for ariane.lib.gaussian_process_regression.learning.acquisitions

import numpy as np




[docs]
def standard_deviation(gpr):
    """Return standard deviation function of a Gaussian Process regressor `gpr`."""
    return lambda x: gpr(np.atleast_2d(x), return_std=True)[1][0]