tests.test_api.test_empty_output.non_verbose

Complexity

Total Complexity

1

Size/Duplication

Total Lines	24
Duplicated Lines	0 %

Importance

Changes

0

1 Method

Rating	Name	Duplication	Size	Complexity
A	Experiment.objective_function()	0	3	1

import numpy as np

from hyperactive.optimizers import HillClimbingOptimizer
from hyperactive.experiment import BaseExperiment
from hyperactive.search_config import SearchConfig


class Experiment(BaseExperiment):
    def objective_function(self, opt):
        score = -opt["x1"] * opt["x1"]
        return score


experiment = Experiment()

search_config = SearchConfig(
    x1=list(np.arange(-100, 101, 1)),
)


hyper = HillClimbingOptimizer()
hyper.add_search(experiment, search_config, n_iter=30, memory=True)
hyper.run(verbosity=False)