Python BayesianOptimization Examples

Example #1

File: bayesian_test.py Project: shfshf/keras-tuner

def test_bayesian_optimization_tuner(tmp_dir):
    tuner = bo_module.BayesianOptimization(
        build_model,
        objective='val_accuracy',
        max_trials=15,
        directory=tmp_dir)
    assert isinstance(tuner.oracle, bo_module.BayesianOptimizationOracle)

Example #2

File: bayesian_test.py Project: keras-team/keras-tuner

def test_bayesian_optimization_tuner_set_alpha_beta(tmp_dir):
    tuner = bo_module.BayesianOptimization(
        build_model,
        alpha=1e-4,
        beta=2.6,
        objective="val_accuracy",
        max_trials=15,
        directory=tmp_dir,
    )
    assert isinstance(tuner.oracle, bo_module.BayesianOptimizationOracle)