kd.data.ValueRange

class kauldron.data.ValueRange(*, key: typing.Annotated[typing.Any, <object object at 0x7824c478ba80>] | typing.Sequence[typing.Annotated[typing.Any, <object object at 0x7824c478ba80>]] | dict[typing.Annotated[typing.Any, <object object at 0x7824c478ba80>], typing.Annotated[typing.Any, <object object at 0x7824c478ba80>]], vrange: tuple[float, float], in_vrange: tuple[float, float] = (0.0, 255.0), dtype: typing.Any = <class 'numpy.float32'>, clip_values: bool = True)

Bases: kauldron.data.transforms.base.ElementWiseTransform

Map the value range of an element.

vrange: tuple[float, float]

in_vrange: tuple[float, float] = (0.0, 255.0)

dtype

alias of numpy.float32

clip_values: bool = True

map_element(

element: jaxtyping.Shaped[Tensor, '*any'] | jaxtyping.Shaped[ndarray, '*any'] | jaxtyping.Shaped[Array, '*any'],

) → jaxtyping.Shaped[Tensor, '*any'] | jaxtyping.Shaped[ndarray, '*any'] | jaxtyping.Shaped[Array, '*any']