本文整理汇总了Python中ConfigSpace.ConfigurationSpace.add_configuration_space方法的典型用法代码示例。如果您正苦于以下问题：Python ConfigurationSpace.add_configuration_space方法的具体用法？Python ConfigurationSpace.add_configuration_space怎么用？Python ConfigurationSpace.add_configuration_space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.add_configuration_space方法的2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_add_configuration_space
# 需要导入模块: from ConfigSpace import ConfigurationSpace [as 别名]
# 或者: from ConfigSpace.ConfigurationSpace import add_configuration_space [as 别名]
def test_add_configuration_space(self):
cs = ConfigurationSpace()
hp1 = cs.add_hyperparameter(CategoricalHyperparameter("input1", [0, 1]))
cs.add_forbidden_clause(ForbiddenEqualsClause(hp1, 1))
hp2 = cs.add_hyperparameter(UniformIntegerHyperparameter("child", 0, 10))
cs.add_condition(EqualsCondition(hp2, hp1, 0))
cs2 = ConfigurationSpace()
cs2.add_configuration_space('prefix', cs, delimiter='__')
self.assertEqual(str(cs2), '''Configuration space object:
Hyperparameters:
prefix__child, Type: UniformInteger, Range: [0, 10], Default: 5
prefix__input1, Type: Categorical, Choices: {0, 1}, Default: 0
Conditions:
prefix__child | prefix__input1 == 0
Forbidden Clauses:
Forbidden: prefix__input1 == 1
''')示例2: test_add_configuration_space_conjunctions
# 需要导入模块: from ConfigSpace import ConfigurationSpace [as 别名]
# 或者: from ConfigSpace.ConfigurationSpace import add_configuration_space [as 别名]
def test_add_configuration_space_conjunctions(self):
cs1 = ConfigurationSpace()
cs2 = ConfigurationSpace()
hp1 = cs1.add_hyperparameter(CategoricalHyperparameter("input1", [0, 1]))
hp2 = cs1.add_hyperparameter(CategoricalHyperparameter("input2", [0, 1]))
hp3 = cs1.add_hyperparameter(UniformIntegerHyperparameter("child1", 0, 10))
hp4 = cs1.add_hyperparameter(UniformIntegerHyperparameter("child2", 0, 10))
cond1 = EqualsCondition(hp2, hp3, 0)
cond2 = EqualsCondition(hp1, hp3, 5)
cond3 = EqualsCondition(hp1, hp4, 1)
andCond = AndConjunction(cond2, cond3)
cs1.add_conditions([cond1, andCond])
cs2.add_configuration_space(prefix='test', configuration_space=cs1)
self.assertEqual(str(cs2).count('test:'), 10)
# Check that they're equal except for the "test:" prefix
self.assertEqual(str(cs1), str(cs2).replace('test:', ''))