Divide#

class deeptrack.features.Divide(value: float | Callable[[...], float] = 0, **kwargs: Dict[str, Any])#

Divide the input with a value.

This feature performs element-wise division (/) of the input.

Parameters#

valuePropertyLike[int or float], optional: The value to divide the input. Defaults to 0.
**kwargsAny: Additional keyword arguments passed to the parent constructor.

In this example, each element in the input array is divided by 5.

Start by creating a pipeline using Divide:

>>> from deeptrack.features import Divide, Value

>>> pipeline = Value([1, 2, 3]) >> Divide(value=5)
>>> pipeline.resolve()
[0.2 0.4 0.6]

Equivalently, this pipeline can be created using:

>>> pipeline = Value([1, 2, 3]) / 5

>>> pipeline = 5 / Value([1, 2, 3])  # Different result.

Or, most explicitly:

>>> input_value = Value([1, 2, 3])
>>> truediv_feature = Divide(value=5)
>>> pipeline = truediv_feature(input_value)