本文整理汇总了Python中ConfigSpace.ConfigurationSpace.get_default_configuration方法的典型用法代码示例。如果您正苦于以下问题：Python ConfigurationSpace.get_default_configuration方法的具体用法？Python ConfigurationSpace.get_default_configuration怎么用？Python ConfigurationSpace.get_default_configuration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_default_configuration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_setitem
# 需要导入模块: from ConfigSpace import ConfigurationSpace [as 别名]
# 或者: from ConfigSpace.ConfigurationSpace import get_default_configuration [as 别名]
def test_setitem(self):
'''
Checks overriding a sampled configuration
'''
pcs = ConfigurationSpace()
pcs.add_hyperparameter(UniformIntegerHyperparameter('x0', 1, 5, default_value=1))
x1 = pcs.add_hyperparameter(CategoricalHyperparameter('x1', ['ab', 'bc', 'cd', 'de'], default_value='ab'))
# Condition
x2 = pcs.add_hyperparameter(CategoricalHyperparameter('x2', [1, 2]))
pcs.add_condition(EqualsCondition(x2, x1, 'ab'))
# Forbidden
x3 = pcs.add_hyperparameter(CategoricalHyperparameter('x3', [1, 2]))
pcs.add_forbidden_clause(ForbiddenEqualsClause(x3, 2))
conf = pcs.get_default_configuration()
# failed because it's a invalid configuration
with self.assertRaisesRegex(ValueError, "Illegal value '0' for hyperparameter x0"):
conf['x0'] = 0
# failed because the variable didn't exists
with self.assertRaisesRegex(KeyError, "Hyperparameter 'x_0' does not exist in this configuration space."):
conf['x_0'] = 1
# failed because forbidden clause is violated
with self.assertRaisesRegex(ForbiddenValueError, "Given vector violates forbidden clause Forbidden: x3 == 2"):
conf['x3'] = 2
self.assertEqual(conf['x3'], 1)
# successful operation 1
x0_old = conf['x0']
if x0_old == 1:
conf['x0'] = 2
else:
conf['x0'] = 1
x0_new = conf['x0']
self.assertNotEqual(x0_old, x0_new)
pcs._check_configuration_rigorous(conf)
self.assertEqual(conf['x2'], 1)
# successful operation 2
x1_old = conf['x1']
if x1_old == 'ab':
conf['x1'] = 'cd'
else:
conf['x1'] = 'ab'
x1_new = conf['x1']
self.assertNotEqual(x1_old, x1_new)
pcs._check_configuration_rigorous(conf)
self.assertRaises(KeyError, conf.__getitem__, 'x2')示例2: _test_get_one_exchange_neighbourhood
# 需要导入模块: from ConfigSpace import ConfigurationSpace [as 别名]
# 或者: from ConfigSpace.ConfigurationSpace import get_default_configuration [as 别名]
def _test_get_one_exchange_neighbourhood(self, hp):
cs = ConfigurationSpace()
num_neighbors = 0
if not isinstance(hp, list):
hp = [hp]
for hp_ in hp:
cs.add_hyperparameter(hp_)
if np.isinf(hp_.get_num_neighbors()):
num_neighbors += 4
else:
num_neighbors += hp_.get_num_neighbors()
cs.seed(1)
config = cs.get_default_configuration()
all_neighbors = []
for i in range(100):
neighborhood = get_one_exchange_neighbourhood(config, i)
for new_config in neighborhood:
self.assertNotEqual(config, new_config)
all_neighbors.append(new_config)
return all_neighbors