ai.onnx.ml - OneHotEncoder#

OneHotEncoder - 1#

Version

  • name: OneHotEncoder (GitHub)

  • domain: ai.onnx.ml

  • since_version: 1

  • function:

  • support_level: SupportType.COMMON

  • shape inference: False

This version of the operator has been available since version 1 of domain ai.onnx.ml.

Summary

Attributes

  • cats_int64s - INTS : List of categories, ints.<br>One and only one of the ‘cats_*’ attributes must be defined.

  • cats_strings - STRINGS : List of categories, strings.<br>One and only one of the ‘cats_*’ attributes must be defined.

  • zeros - INT : If true and category is not present, will return all zeros; if false and a category if not found, the operator will fail.

Inputs

  • X (heterogeneous) - T:

Outputs

  • Y (heterogeneous) - tensor(float):

Type Constraints

  • T in ( tensor(double), tensor(float), tensor(int32), tensor(int64), tensor(string) ): The input must be a tensor of a numeric type.

Examples