org.jdmp.core.dataset

Class DefaultDataSetFactory

java.lang.Object

org.jdmp.core.dataset.AbstractDataSetFactory

org.jdmp.core.dataset.DefaultDataSetFactory

All Implemented Interfaces:

DataSetFactory

public class DefaultDataSetFactory
extends AbstractDataSetFactory

Constructor Summary

Constructors

Constructor and Description
DefaultDataSetFactory()

Method Summary

Methods

Modifier and Type	Method and Description
AbstractListDataSet	ANIMALS()
ListDataSet	CountActive(int number)
ListDataSet	emptyDataSet()
ListDataSet	HenonMap(int sampleCount, int inputLength, int predictionLength)
ListDataSet	importFromClipboard()
ListDataSet	importFromFile(FileFormat format, File file, Object... parameters)
ListDataSet	importFromJDBC(DBType type, String host, int port, String database, String sqlStatement, String username, String password)
ListDataSet	importFromJDBC(String url, String sqlStatement, String username, String password)
ListDataSet	importFromURL(FileFormat fileFormat, URL url, Object... parameters)
ListDataSet	IRIS()
AbstractListDataSet	labeledDataSet(String label)
ListDataSet	Linear1()
ListDataSet	Linear2()
ListDataSet	Linear3()
ListDataSet	linkToFile(FileFormat format, File file, Object... parameters)
ListDataSet	linkToInput(Matrix input)
ListDataSet	linkToInputAndLabels(Matrix input, Matrix labels)
ListDataSet	linkToInputAndTarget(Matrix input, Matrix target)
ListDataSet	linkToInputTargetAndLabel(Matrix input, Matrix target, Matrix labels)
ListDataSet	linkToJDBC(DBType type, String host, int port, String database, String sqlStatement, String username, String password)
ListDataSet	linkToJDBC(String url, String sqlStatement, String username, String password)
ListDataSet	LogisticMap(int sampleCount, int inputLength, int predictionLength)
ListDataSet	MNISTTest()
ListDataSet	MNISTTrain()
ListDataSet	ONE()
ListDataSet	OR()
ListDataSet	XOR()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

DefaultDataSetFactory

public DefaultDataSetFactory()

Method Detail

emptyDataSet

public ListDataSet emptyDataSet()

importFromFile

public ListDataSet importFromFile(FileFormat format,
                         File file,
                         Object... parameters)
                           throws IOException

Throws:

IOException

linkToFile

public ListDataSet linkToFile(FileFormat format,
                     File file,
                     Object... parameters)
                       throws IOException

Throws:

IOException

linkToInput

public ListDataSet linkToInput(Matrix input)

linkToInputAndLabels

public ListDataSet linkToInputAndLabels(Matrix input,
                               Matrix labels)

linkToInputAndTarget

public ListDataSet linkToInputAndTarget(Matrix input,
                               Matrix target)

linkToInputTargetAndLabel

public ListDataSet linkToInputTargetAndLabel(Matrix input,
                                    Matrix target,
                                    Matrix labels)

HenonMap

public ListDataSet HenonMap(int sampleCount,
                   int inputLength,
                   int predictionLength)

LogisticMap

public ListDataSet LogisticMap(int sampleCount,
                      int inputLength,
                      int predictionLength)

ANIMALS

public AbstractListDataSet ANIMALS()

labeledDataSet

public final AbstractListDataSet labeledDataSet(String label)

CountActive

public ListDataSet CountActive(int number)

Linear1

public ListDataSet Linear1()

Linear3

public ListDataSet Linear3()

Linear2

public ListDataSet Linear2()

OR

public ListDataSet OR()

XOR

public ListDataSet XOR()

ONE

public ListDataSet ONE()

IRIS

public ListDataSet IRIS()

MNISTTrain

public ListDataSet MNISTTrain()
                       throws IOException

Throws:

IOException

MNISTTest

public ListDataSet MNISTTest()
                      throws IOException

Throws:

IOException

importFromURL

public ListDataSet importFromURL(FileFormat fileFormat,
                        URL url,
                        Object... parameters)
                          throws Exception

Throws:

Exception

importFromClipboard

public ListDataSet importFromClipboard()
                                throws IOException

Throws:

IOException

importFromJDBC

public ListDataSet importFromJDBC(DBType type,
                         String host,
                         int port,
                         String database,
                         String sqlStatement,
                         String username,
                         String password)

importFromJDBC

public ListDataSet importFromJDBC(String url,
                         String sqlStatement,
                         String username,
                         String password)

linkToJDBC

public ListDataSet linkToJDBC(DBType type,
                     String host,
                     int port,
                     String database,
                     String sqlStatement,
                     String username,
                     String password)

linkToJDBC

public ListDataSet linkToJDBC(String url,
                     String sqlStatement,
                     String username,
                     String password)