numerical

Numerical feature types.

Classes:

Name	Description
NumericalFeature	Numerical feature.

NumericalFeature

Numerical feature.

It represents quantifiable values that can be measured and ordered. Its values may be continuous (e.g., real numbers) or discrete (e.g., integers). For instance, "age" or "price" could be set as numerical features.

Methods:

Name	Description
to_model	Convert to NumericalFeatureType instance.
from_model	Instantiate from a json response.

Attributes:

Name	Type	Description
name	Literal['NUMERICAL']

name: Literal['NUMERICAL'] = 'NUMERICAL'

to_model() -> NumericalFeatureType

Convert to NumericalFeatureType instance.

Source code in src/xpdeep/dataset/feature/feature_types/numerical.py

def to_model(self) -> NumericalFeatureType:
    """Convert to NumericalFeatureType instance."""
    return NumericalFeatureType(name=self.name)

from_model(feature_type_input: NumericalFeatureType) -> NumericalFeature

Instantiate from a json response.

Source code in src/xpdeep/dataset/feature/feature_types/numerical.py

@staticmethod
def from_model(feature_type_input: NumericalFeatureType) -> NumericalFeature:  # noqa:ARG004
    """Instantiate from a json response."""
    return NumericalFeature()