tft.scale_to_0_1

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

A Tensor, SparseTensor, or RaggedTensor 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.