API Reference - EncodingBlocks - OneHotEncoding

Constructors

new()

Creates a new encoding block object. If there are no parameters given for that particular argument, then that argument will use default value.

OneHotEncoding.new({finalDimensionSize: number, oneHotEncodingMode: string, indexDictionary: {any}}): EncodingBlockObject

Parameters:

• finalDimensionSize: The final dimension size for the transformed tensor. It is equivalent to the number of labels that are available in the data.

• oneHotEncodingMode: The encoding mode to be used by the one hot encoding block. Available options are:

  • Index (Default)

  • Key

• indexDictionary: The index dictionary to be used to convert keys stored in the tensor to one hot encoding tensor. Must be given if using the “Key” one hot encoding mode.

Returns:

• EncodingBlock: The generated encoding block object.

Functions

setParameters()

OneHotEncoding:setParameters({finalDimensionSize: number, oneHotEncodingMode: string, indexDictionary: {}})

Parameters:

• finalDimensionSize: The final dimension size for the transformed tensor. It is equivalent to the number of labels that are available in the data.

• oneHotEncodingMode: The encoding mode to be used by the one hot encoding block. Available options are:

  • Index

  • Key

• indexDictionary: The index dictionary to be used to convert keys stored in the tensor to one hot encoding tensor. Must be given if using the “Key” one hot encoding mode.

Inherited From

• BaseEncodingBlock