edu.iu.dsc.tws.examples.ml.svm.util

Class TGUtils

java.lang.Object

edu.iu.dsc.tws.examples.ml.svm.util.TGUtils

public final class TGUtils
extends java.lang.Object

Method Summary

Modifier and Type	Method and Description
static ComputeGraph	buildTestingDataPointsTG(int dataStreamerParallelism, SVMJobParameters svmJobParameters, Config config, OperationMode opMode)
static ComputeGraph	buildTrainingDataPointsTG(int dataStreamerParallelism, SVMJobParameters svmJobParameters, Config config, OperationMode opMode)
static ComputeGraph	buildWeightVectorTG(Config config, int dataStreamerParallelism, SVMJobParameters svmJobParameters, OperationMode opMode)
static ComputeGraph	generateGenericDataPointLoader(int samples, int parallelism, int numOfFeatures, java.lang.String dataSourcePathStr, java.lang.String dataObjectSourceStr, java.lang.String dataObjectComputeStr, java.lang.String dataObjectSinkStr, java.lang.String graphName, Config config, OperationMode opMode)

Methods inherited from class java.lang.Object

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

Method Detail

generateGenericDataPointLoader

public static ComputeGraph generateGenericDataPointLoader(int samples,
                                                          int parallelism,
                                                          int numOfFeatures,
                                                          java.lang.String dataSourcePathStr,
                                                          java.lang.String dataObjectSourceStr,
                                                          java.lang.String dataObjectComputeStr,
                                                          java.lang.String dataObjectSinkStr,
                                                          java.lang.String graphName,
                                                          Config config,
                                                          OperationMode opMode)

buildTrainingDataPointsTG

public static ComputeGraph buildTrainingDataPointsTG(int dataStreamerParallelism,
                                                     SVMJobParameters svmJobParameters,
                                                     Config config,
                                                     OperationMode opMode)

buildTestingDataPointsTG

public static ComputeGraph buildTestingDataPointsTG(int dataStreamerParallelism,
                                                    SVMJobParameters svmJobParameters,
                                                    Config config,
                                                    OperationMode opMode)

buildWeightVectorTG

public static ComputeGraph buildWeightVectorTG(Config config,
                                               int dataStreamerParallelism,
                                               SVMJobParameters svmJobParameters,
                                               OperationMode opMode)