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tft.scale_by_min_max

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

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

Args:

  • 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.

Returns:

A Tensor containing the input column scaled to [output_min, output_max].

Raises:

  • ValueError: If output_min, output_max have the wrong order.