tft.scale_by_min_max

Scale a numerical column into the range [output_min, output_max].

tft.scale_by_min_max(
    x, output_min=0.0, output_max=1.0, elementwise=False, name=None
)

x A numeric Tensor.
output_min The minimum of the range of output values.
output_max The maximum of the range of output values.
elementwise If true, scale each element of the tensor independently.
name (Optional) A name for this operation.

A Tensor containing the input column scaled to [output_min, output_max]. If the analysis dataset is empty or contains a singe distinct value, then x is scaled using a sigmoid function.

ValueError If output_min, output_max have the wrong order.