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for finding and fixing issues
for empowering human code reviews
import numpy as np
from hyperactive import Hyperactive
def himmelblau(para, X, y):
"""Himmelblau's function"""
return -(
(para["x"] ** 2 + para["y"] - 11) ** 2 + (para["x"] + para["y"] ** 2 - 7) ** 2
)
x_range = np.arange(0, 10, 0.1)
search_config = {himmelblau: {"x": x_range, "y": x_range}}
opt = Hyperactive(0, 0, memory=None)
opt.search(search_config, n_iter=1000000)
SimonBlanke /
Hyperactive
