onehot_encode.cpp File Reference

Source file containing the definition of the oneHotEncode() method. More...

#include "onehot_encode.h"
#include <exceptions/unsupported_operation_exception.h>
#include <set>

Functions
int	indexOf (float value, const std::set< float > &set)
	Return the index of a value in a set. More...
sTensor	oneHotEncode (const sTensor &vector)
	One hot encode a vector of data. More...

Detailed Description

Source file containing the definition of the oneHotEncode() method.

Author

Jan Warchocki

Date

07 March 2022

Function Documentation

indexOf()

int indexOf	(	float	value,
		const std::set< float > &	set
	)

Return the index of a value in a set.

Parameters

value	The value to look for.
set	The set to look for value in.

Returns

The index of value in set or -1 if the value is not found.

oneHotEncode()

sTensor oneHotEncode

(

const sTensor &

vector

)

One hot encode a vector of data.

Parameters

vector

The vector to encode.

Returns

Matrix corresponding to the one hot encoded vector.

Examples

MNIST.