TwoSpiralsDataSet Class Reference

#include <TwoSpiralsVisualization.h>

Inheritance diagram for TwoSpiralsDataSet:

Public Member Functions
	TwoSpiralsDataSet (const Eigen::MatrixXd &inputs, const Eigen::MatrixXd &outputs)
void	setVisualization (TwoSpiralsVisualization *visualization)
virtual	~TwoSpiralsDataSet ()
virtual int	samples ()
	Number of instances. More...
virtual int	inputs ()
	Input dimensions of instances. More...
virtual int	outputs ()
	Output dimensions of instances. More...
virtual Eigen::VectorXd &	getInstance (int i)
	Get the input of the ith instance. More...
virtual Eigen::VectorXd &	getTarget (int i)
	Get the output of the ith instance. More...
virtual void	finishIteration (Learner &learner)
	This function is called after an iteration of the optimization algorithm. More...
Public Member Functions inherited from OpenANN::DataSet
virtual	~DataSet ()

Constructor & Destructor Documentation

TwoSpiralsDataSet::TwoSpiralsDataSet	(	const Eigen::MatrixXd &	inputs,
		const Eigen::MatrixXd &	outputs
	)

virtual TwoSpiralsDataSet::~TwoSpiralsDataSet ( )

inlinevirtual

Member Function Documentation

void TwoSpiralsDataSet::finishIteration ( Learner &  learner)

virtual

This function is called after an iteration of the optimization algorithm.

It could log results, modify or extend the data set or whatever.

Parameters

learner

learned model

Implements OpenANN::DataSet.

virtual Eigen::VectorXd& TwoSpiralsDataSet::getInstance ( int  n)

inlinevirtual

Get the input of the ith instance.

Parameters

n	number of instance

Returns

input

Implements OpenANN::DataSet.

virtual Eigen::VectorXd& TwoSpiralsDataSet::getTarget ( int  n)

inlinevirtual

Get the output of the ith instance.

Parameters

n	number of instance

Returns

output

Implements OpenANN::DataSet.

virtual int TwoSpiralsDataSet::inputs ( )

inlinevirtual

Input dimensions of instances.

Returns

number of inputs

Implements OpenANN::DataSet.

virtual int TwoSpiralsDataSet::outputs ( )

inlinevirtual

Output dimensions of instances.

Returns

number of outputs

Implements OpenANN::DataSet.

virtual int TwoSpiralsDataSet::samples ( )

inlinevirtual

Number of instances.

Assumes that the data set has a fixed size, at least for one iteration of the optimization algorithm.

Returns

number of examples

Implements OpenANN::DataSet.

void TwoSpiralsDataSet::setVisualization

(

TwoSpiralsVisualization *

visualization)

---

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

• examples/twospirals/TwoSpiralsVisualization.h
• examples/twospirals/TwoSpiralsVisualization.cpp