Join the SIG TFX-Addons community and help make TFX even better!

tft.scale_to_0_1

Returns a column which is the input column scaled to have range [0,1].

tft.scale_to_0_1(
    x: common_types.ConsistentTensorType,
    elementwise: bool = False,
    name: Optional[str] = None
) -> common_types.ConsistentTensorType

Used in the notebooks

Used in the tutorials

x A numeric Tensor or SparseTensor.
elementwise If true, scale each element of the tensor independently.
name (Optional) A name for this operation.

A Tensor or SparseTensor containing the input column scaled to [0, 1]. If the analysis dataset is empty or contains a single distinct value, then x is scaled using a sigmoid function.