thursday/thursday/candidates/dlib.py

from dlib import find_min_global
from .random import another_random_cube
from ..utilities import wrap_untrustworthy, final


def dlib_cube(objective, size, budget):
    if size > 35:
        return another_random_cube(objective, size, budget)

    _objective = wrap_untrustworthy(objective, budget)

    def __objective(*args):
        return _objective(list(args))

    find_min_global(__objective, [0.0] * size, [1.0] * size, budget)
    return _objective(final)