def __init__(self, child: Hyperparameter, parent: Hyperparameter,
value: Union[str, float, int]) -> None:
super(NotEqualsCondition, self).__init__(child, parent)
if not parent.is_legal(value):
raise ValueError("Hyperparameter '%s' is "
"conditional on the illegal value '%s' of "
"its parent hyperparameter '%s'" %
(child.name, value, parent.name))
self.value = value
def __init__(self, child: Hyperparameter, parent: Hyperparameter, value: Union[str, float, int]) -> None:
super(NotEqualsCondition, self).__init__(child, parent)
if not parent.is_legal(value):
raise ValueError("Hyperparameter '%s' is "
"conditional on the illegal value '%s' of "
"its parent hyperparameter '%s'" %
(child.name, value, parent.name))
self.value = value
self.vector_value = self.parent._inverse_transform(self.value)
def __init__(self, child: Hyperparameter, parent: Hyperparameter,
value: Union[str, float, int]) -> None:
super(GreaterThanCondition, self).__init__(child, parent)
self.parent.allow_greater_less_comparison()
if not parent.is_legal(value):
raise ValueError("Hyperparameter '%s' is "
"conditional on the illegal value '%s' of "
"its parent hyperparameter '%s'" %
(child.name, value, parent.name))
self.value = value
def __init__(self, child: Hyperparameter, parent: Hyperparameter, values: List[Union[str, float, int]]) -> None:
super(InCondition, self).__init__(child, parent)
for value in values:
if not parent.is_legal(value):
raise ValueError("Hyperparameter '%s' is "
"conditional on the illegal value '%s' of "
"its parent hyperparameter '%s'" %
(child.name, value, parent.name))
self.values = values
self.vector_values = [self.parent._inverse_transform(value) for value in self.values]
def __init__(self, hyperparameter: Hyperparameter, value: Any) -> None:
super(SingleValueForbiddenClause, self).__init__()
if not isinstance(hyperparameter, Hyperparameter):
raise TypeError("'%s' is not of type %s." %
(str(hyperparameter), Hyperparameter))
self.hyperparameter = hyperparameter
if not hyperparameter.is_legal(value):
raise ValueError("Forbidden clause must be instantiated with a "
"legal hyperparameter value for '%s', but got "
"'%s'" % (hyperparameter, str(value)))
self.value = value
def __init__(self, hyperparameter: Hyperparameter, values: Any) -> None:
super(MultipleValueForbiddenClause, self).__init__()
if not isinstance(hyperparameter, Hyperparameter):
raise TypeError("Argument 'hyperparameter' is not of type %s." %
Hyperparameter)
self.hyperparameter = hyperparameter
for value in values:
if not hyperparameter.is_legal(value):
raise ValueError("Forbidden clause must be instantiated with a "
"legal hyperparameter value for '%s', but got "
"'%s'" % (hyperparameter, str(value)))
self.values = values
def __init__(self, child: Hyperparameter, parent: Hyperparameter,
values: List[Union[str, float, int]]) -> None:
super(InCondition, self).__init__(child, parent)
for value in values:
if not parent.is_legal(value):
raise ValueError("Hyperparameter '%s' is "
"conditional on the illegal value '%s' of "
"its parent hyperparameter '%s'" %
(child.name, value, parent.name))
self.values = values
self.vector_values = [
self.parent._inverse_transform(value) for value in self.values
]