Parameter¶

class baybe.parameters.base.Parameter[source]¶

Abstract base class for all parameters.

Stores information about the type, range, constraints, etc. and handles in-range checks, transformations etc.

Public methods

`__init__`(name)	Method generated by attrs for class Parameter.
`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.

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.
`name`	The name of the parameter

__init__(name: str)¶

Method generated by attrs for class Parameter.

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

classmethod from_dict(dictionary: dict)¶

Create an object from its dictionary representation.

classmethod from_json(string: str)¶

Create an object from its JSON representation.

abstract is_in_range(item: Any)[source]¶

Return whether an item is within the parameter range.

Parameters:: item (Any) – The item to be checked.
Return type:: bool
Returns:: True if the item is within the parameter range, False otherwise.

abstract summary()[source]¶

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()[source]¶

Create a one-dimensional search space from the parameter.

abstract 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]¶: Class variable encoding whether this parameter is numeric.