NumericalContinuousParameter

class baybe.parameters.numerical.NumericalContinuousParameter

Bases: ContinuousParameter

Class for continuous numerical parameters.

Public methods

__init__(name[, bounds])	Method generated by attrs for class NumericalContinuousParameter.
from_dict(dictionary)	Create an object from its dictionary representation.
from_json(string)	Create an object from its JSON representation.
is_in_range(item)	Return whether an item is within the parameter range.
summary()	Return a custom summarization of the parameter.
to_dict()	Create an object's dictionary representation.
to_json()	Create an object's JSON representation.
to_searchspace()	Create a one-dimensional search space from the parameter.
to_subspace()	Create a one-dimensional search space from the parameter.

Public attributes and properties

comp_rep_columns	The columns spanning the computational representation.
is_continuous	Boolean indicating if this is a continuous parameter.
is_discrete	Boolean indicating if this is a discrete parameter.
is_numerical	Class variable encoding whether this parameter is numeric.
bounds	The bounds of the parameter.
name	The name of the parameter

__init__(name: str, bounds: None | Iterable | Interval = None)

Method generated by attrs for class NumericalContinuousParameter.

For details on the parameters, see Public attributes and properties.

classmethod from_dict(dictionary: dict)

Create an object from its dictionary representation.

Parameters:

dictionary (dict) – The dictionary representation.

Return type:

TypeVar(_T)

Returns:

The reconstructed object.

classmethod from_json(string: str)

Create an object from its JSON representation.

Parameters:

string (str) – The JSON representation of the object.

Return type:

TypeVar(_T)

Returns:

The reconstructed object.

is_in_range(item: float)

Return whether an item is within the parameter range.

Parameters:

item (float) – The item to be checked.

Return type:

bool

Returns:

True if the item is within the parameter range, False otherwise.

summary()

Return a custom summarization of the parameter.

Return type:

dict

to_dict()

Create an object’s dictionary representation.

Return type:

dict

to_json()

Create an object’s JSON representation.

Return type:

str

Returns:

The JSON representation as a string.

to_searchspace()

Create a one-dimensional search space from the parameter.

Return type:

SearchSpace

to_subspace()

Create a one-dimensional search space from the parameter.

Return type:

SubspaceContinuous

bounds: Interval

The bounds of the parameter.

property comp_rep_columns: tuple[str, ...]

The columns spanning the computational representation.

property is_continuous: bool

Boolean indicating if this is a continuous parameter.

property is_discrete: bool

Boolean indicating if this is a discrete parameter.

is_numerical: ClassVar[bool] = True

Class variable encoding whether this parameter is numeric.

name: str

The name of the parameter