Python HyperparameterRangeContinuous.from_ndarray 예제들

예제 #1

파일: test_hp_ranges.py 프로젝트: submission001/anonymoussubmission_automl

def test_continuous_to_and_from_ndarray(lower, upper, external_hp,
                                        internal_ndarray, scaling):
    hp_range = HyperparameterRangeContinuous('hp', lower, upper, scaling)
    assert_allclose(hp_range.to_ndarray(external_hp),
                    np.array([internal_ndarray]))
    assert_allclose(hp_range.from_ndarray(np.array([internal_ndarray])),
                    external_hp)

예제 #2

파일: test_hp_ranges.py 프로젝트: submission001/anonymoussubmission_automl

def _test_continuous_to_ndarray_and_back(lower, upper, external_hp, scaling):
    hp_range = HyperparameterRangeContinuous('hp', lower, upper, scaling)
    assert hp_range.from_ndarray(
        hp_range.to_ndarray(external_hp)) == approx(external_hp)