Generator of instances of the sequence sort task. More...

#include <sort.hpp>

Public Member Functions
	SortTask (const size_t maxLength, const size_t bitLen, bool addSeparator=false)
	Creates an instance of the sequence sort task. More...

void	Generate (arma::field< arma::mat > &input, arma::field< arma::mat > &labels, const size_t batchSize, bool fixedLength=false) const
	Generate dataset of a given size. More...

void	Generate (arma::mat &input, arma::mat &labels, const size_t batchSize) const
	Generate dataset of a given size and store it in arma::mat object. More...

Detailed Description

Generator of instances of the sequence sort task.

The parameters are:

Generated datasets are compliant with mlpack format - every dataset element is shaped as a vector of length (binary length) * (sequence length).

Example of generated dataset (sequence length = 3, binary length = 2):

Input sequences: [1,1,0,0,0,1] (three numbers in the sequence are 11, 00, and 01)
Output sequences: [0,0,0,1,1,1] (00, 01, 11 - reordering of the numbers above in the ascending order)

Constructor & Destructor Documentation

mlpack::ann::augmented::tasks::SortTask::SortTask	(	const size_t	maxLength,
		const size_t	bitLen,
		bool	addSeparator = `false`
	)

Creates an instance of the sequence sort task.

Parameters

maxLength	Maximum length of the number sequence.
bitLen	Binary length of sorted numbers.
addSeparator	Flag indicating whether generator should emit separating symbol after input sequence.

void mlpack::ann::augmented::tasks::SortTask::Generate	(	arma::field< arma::mat > &	input,
		arma::field< arma::mat > &	labels,
		const size_t	batchSize,
		bool	fixedLength = `false`
	)		const

Generate dataset of a given size.

Parameters

input	The variable to store input sequences.
labels	The variable to store output sequences.
batchSize	The dataset size.
fixedLength	Flag indicating whether generator should emit sequences of pairwise equal length.

void mlpack::ann::augmented::tasks::SortTask::Generate	(	arma::mat &	input,
		arma::mat &	labels,
		const size_t	batchSize
	)		const

Generate dataset of a given size and store it in arma::mat object.

Parameters

input	The variable to store input sequences.
labels	The variable to store output sequences.
batchSize	The dataset size.

The documentation for this class was generated from the following files: