File: utils.py

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# Module to import functions from in examples for multiprocessing backend
import numpy as np


def obj_fun(x, noise_level=0.1):
    return np.sin(5 * x[0]) * (1 - np.tanh(x[0] ** 2)) + np.random.randn() * noise_level