CategoricalParameter¶
- class baybe.parameters.categorical.CategoricalParameter[source]¶
Bases:
DiscreteParameter
Parameter class for categorical parameters.
Public methods
__init__
(name, values[, encoding])Method generated by attrs for class CategoricalParameter.
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.
transform_rep_exp2comp
(data)Transform data from experimental to computational representation.
Public attributes and properties
Return the computational representation of the parameter.
Class variable encoding whether this parameter is numeric.
The values of the parameter.
An optional encoding for the parameter.
The name of the parameter
- __init__(name: str, values, encoding=CategoricalEncoding.OHE)¶
Method generated by attrs for class CategoricalParameter.
For details on the parameters, see Public attributes and properties.
- to_json()¶
Create an object’s JSON representation.
- Return type:
- Returns:
The JSON representation as a string.
- transform_rep_exp2comp(data: Series)¶
Transform data from experimental to computational representation.
-
encoding:
CategoricalEncoding
¶ An optional encoding for the parameter.