本文整理汇总了Python中ConfigSpace.ConfigurationSpace.get_idx_by_hyperparameter_name方法的典型用法代码示例。如果您正苦于以下问题：Python ConfigurationSpace.get_idx_by_hyperparameter_name方法的具体用法？Python ConfigurationSpace.get_idx_by_hyperparameter_name怎么用？Python ConfigurationSpace.get_idx_by_hyperparameter_name使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类ConfigSpace.ConfigurationSpace的用法示例。
在下文中一共展示了ConfigurationSpace.get_idx_by_hyperparameter_name方法的1个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: test_check_neighbouring_config_diamond_str
# 需要导入模块: from ConfigSpace import ConfigurationSpace [as 别名]
# 或者: from ConfigSpace.ConfigurationSpace import get_idx_by_hyperparameter_name [as 别名]
def test_check_neighbouring_config_diamond_str(self):
diamond = ConfigurationSpace()
head = CategoricalHyperparameter('head', ['red', 'green'])
left = CategoricalHyperparameter('left', ['red', 'green'])
right = CategoricalHyperparameter('right', ['red', 'green', 'blue', 'yellow'])
bottom = CategoricalHyperparameter('bottom', ['red', 'green'])
diamond.add_hyperparameters([head, left, right, bottom])
diamond.add_condition(EqualsCondition(left, head, 'red'))
diamond.add_condition(EqualsCondition(right, head, 'red'))
diamond.add_condition(AndConjunction(EqualsCondition(bottom, left, 'green'),
EqualsCondition(bottom, right, 'green')))
config = Configuration(diamond, {'bottom': 'red', 'head': 'red', 'left': 'green', 'right': 'green'})
hp_name = "head"
index = diamond.get_idx_by_hyperparameter_name(hp_name)
neighbor_value = 1
new_array = ConfigSpace.c_util.change_hp_value(
diamond,
config.get_array(),
hp_name,
neighbor_value,
index
)
expected_array = np.array([1, np.nan, np.nan, np.nan])
np.testing.assert_almost_equal(new_array, expected_array)