A Brute-Force based GridSearch Tool
Installation： pip install bfsearch
Usage:
from bfsearch import GridSearch
def score_func(a, b, **params):
sc = a ** 2 + b ** 2 - 2 * a * b
score_dict = {"score": sc, "info": "other info..."}
return score_dict
if __name__ == '__main__':
param_grid = {
'a': range(10, 845),
'b': range(4, 200)
}
g = GridSearch(score_func, param_grid)
best_param, best_score_dict = g.run()
print(best_param, best_score_dict)