Package | Description |
---|---|
at.tuwien.ifs.somtoolbox.apps |
Classes in this package implement applications based upon SOMs, the most important being the
SOMViewer . |
at.tuwien.ifs.somtoolbox.apps.viewer |
This package implements the SOMViewer application; main class is SOMViewer.java.
|
at.tuwien.ifs.somtoolbox.layers |
Provides the basic classes constituting SOM-based neural networks.
|
at.tuwien.ifs.somtoolbox.models |
Provides the actual implementations of network models.
|
at.tuwien.ifs.somtoolbox.output |
Provides classes to write trained SOMs to files for future re-use.
|
at.tuwien.ifs.somtoolbox.properties |
Provides classes that handle reading network-specific properties for the training and properties specific to the state of applications.
|
at.tuwien.ifs.somtoolbox.reportgenerator |
Modifier and Type | Field and Description |
---|---|
private SOMProperties |
SDHTrainingSequenceGenerator.somProps |
Modifier and Type | Field and Description |
---|---|
private SOMProperties |
ComponentPlaneClusteringFrame.props |
Modifier and Type | Method and Description |
---|---|
private boolean |
GrowingLayer.specialClassMode(SOMProperties trainingProps) |
QualityMeasure |
GrowingLayer.train(InputData data,
double initialLearnrate,
double initialSigma,
int numIterations,
double tau,
double targetQualityValue,
String qualityMeasureName,
SOMProperties trainingProps)
Trains the layer with the input data.
|
QualityMeasure |
GrowingLayer.train(InputData data,
double iniLearnrate,
double iniSigma,
int numIterations,
double tau,
String qualityMeasureName,
SOMProperties trainingProps)
Trains the layer with the input data.
|
QualityMeasure |
GrowingLayer.train(InputData data,
double initialLearnrate,
double initialSigma,
int numIterations,
int startIteration,
double tau,
double targetQualityValue,
String qualityMeasureName,
SOMProperties trainingProps)
Trains the layer with the input data.
|
QualityMeasure |
GrowingLayer.train(InputData data,
double iniLearnrate,
double iniSigma,
int numIterations,
int startIteration,
double tau,
String qualityMeasureName,
SOMProperties trainingProps)
Trains the layer with the input data.
|
QualityMeasure |
GrowingCellLayer.train(InputData data,
float epsilonB,
float epsilonN,
float alpha,
int lamda,
float eta,
SOMProperties props)
Trains the CellLayer with the given Parameters and returns the QualityMeasure
|
private void |
GrowingLayer.trainNormal(InputData data,
int numIterations,
int startIteration,
SOMProperties trainingProps,
double initialLearnrate,
double initialSigma,
double expParam,
double expParam2,
ProgressListener progressWriter) |
private void |
GrowingLayer.trainSpecial(InputData data,
int numIterations,
int startIteration,
SOMProperties trainingProps,
double initialLearnrate,
double initialSigma,
double expParam,
double expParam2,
SOMLibClassInformation classInfo,
double minProbability,
ProgressListener progressWriter) |
Modifier and Type | Method and Description |
---|---|
private void |
GrowingSOM.initLayer(boolean norm,
SOMProperties props,
InputData data) |
void |
GrowingSOM.train(InputData data,
SOMProperties props)
Trains the map with the input data and training parameters specified in the properties provided by argument
props . |
private void |
GrowingCellStructures.train(InputData data,
SOMProperties props)
Trains a GrowingCellStructures
|
Constructor and Description |
---|
GrowingCellStructures(int dim,
boolean normalize,
SOMProperties props,
InputData data)
Constructs a new
GrowingCellStructures with dim -dimensional weight vectors. |
GrowingSOM(boolean norm,
SOMProperties props,
InputData data)
Constructs a new
GrowingSOM with dim -dimensional weight vectors. |
GrowingSOM(int id,
Unit su,
int dim,
boolean norm,
SOMProperties props,
InputData data)
Constructs a new
GrowingSOM with dim -dimensional weight vectors. |
Modifier and Type | Method and Description |
---|---|
static void |
SOMLibMapOutputter.write(GHSOM ghsom,
String fDir,
String fName,
boolean gzipped,
SOMProperties somProps,
FileProperties fileProps) |
static void |
GrowingCellStructuresMapOutputter.write(GrowingCellStructures csom,
String fDir,
String fName,
boolean gzipped,
SOMProperties somProps,
FileProperties fileProps) |
static void |
SOMLibMapOutputter.write(GrowingSOM gsom,
String fDir,
String fName,
boolean gzipped,
SOMProperties somProps,
FileProperties fileProps)
Writes a SOM (or SOM-like) structure to SOMLib format.
|
private static void |
GrowingCellStructuresMapOutputter.writeMapDescriptionFile(GrowingCellStructures csom,
String fDir,
String fName,
SOMProperties somProps,
FileProperties fileProps) |
static void |
SOMLibMapOutputter.writeMapDescriptionFile(GrowingSOM topLevelMap,
String fDir,
String fName,
SOMProperties somProps,
FileProperties fileProps) |
Modifier and Type | Class and Description |
---|---|
class |
GHSOMProperties
Properties for GHSOM training.
|
Modifier and Type | Field and Description |
---|---|
private SOMProperties |
TestRunResult.props |