hyperactive/optimizers/constraint.py
# Author: Simon Blanke
# Email: simon.blanke@yahoo.com
# License: MIT License
def gfo2hyper(search_space, para):
values_dict = {}
for _, key in enumerate(search_space.keys()):
pos_ = int(para[key])
values_dict[key] = search_space[key][pos_]
return values_dict
class Constraint:
def __init__(self, constraint, search_space):
self.constraint = constraint
self.search_space = search_space
def __call__(self, para):
para = gfo2hyper(self.search_space, para)
return self.constraint(para)