for testing and deploying your application
for finding and fixing issues
for empowering human code reviews
# Author: Simon Blanke
# Email: [email protected]
# License: MIT License
import numpy as np
def init_candidate(_core_, nth_process, Candidate):
_core_._set_random_seed(nth_process)
_cand_ = Candidate(nth_process, _core_)
return _cand_
def init_eval(_cand_, nth_process, X, y):
pos = _cand_._init_._set_start_pos(nth_process, X, y)
score = _cand_.eval_pos(pos, X, y)
_cand_.score_best = score
_cand_.pos_best = pos
def merge_dicts(base_dict, added_dict):
# overwrite default values
for key in base_dict.keys():
if key in list(added_dict.keys()):
base_dict[key] = added_dict[key]
return base_dict
def sort_for_best(sort, sort_by):
# Returns two lists sorted by the second
sort = np.array(sort)
sort_by = np.array(sort_by)
index_best = list(sort_by.argsort()[::-1])
sort_sorted = sort[index_best]
sort_by_sorted = sort_by[index_best]
return sort_sorted, sort_by_sorted
SimonBlanke /
Hyperactive
