Target¶

class baybe.targets.base.Target[source]¶

Bases: ABC, SerialMixin

Abstract base class for all target variables.

Stores information about the range, transformations, etc.

Public methods

`__init__`(name)	Method generated by attrs for class Target.
`from_dict`(dictionary)	Create an object from its dictionary representation.
`from_json`(string)	Create an object from its JSON representation.
`summary`()	Return a custom summarization of the target.
`to_dict`()	Create an object's dictionary representation.
`to_json`()	Create an object's JSON representation.
`to_objective`()	Create a single-task objective from the target.
`transform`(data)	Transform data into computational representation.

Public attributes and properties

The name of the target.

__init__(name: str)¶

Method generated by attrs for class Target.

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 summary()[source]¶

Return a custom summarization of the target.

to_dict()¶

Create an object’s dictionary representation.

to_json()¶

Create an object’s JSON representation.

to_objective()[source]¶

Create a single-task objective from the target.

abstract transform(data: DataFrame)[source]¶

Transform data into computational representation.

The transformation depends on the target mode, e.g. minimization, maximization, matching, etc.