org.deeplearning4j.plot

Class BarnesHutTsne.Builder

java.lang.Object

org.deeplearning4j.plot.Tsne.Builder

org.deeplearning4j.plot.BarnesHutTsne.Builder

Enclosing class:

BarnesHutTsne

public static class BarnesHutTsne.Builder
extends Tsne.Builder

Field Summary

Fields inherited from class org.deeplearning4j.plot.Tsne.Builder

finalMomentum, initialMomentum, learningRate, maxIter, minGain, momentum, normalize, perplexity, realMin, stopLyingIteration, switchMomentumIteration, tolerance, useAdaGrad, usePca

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
BarnesHutTsne	build()
BarnesHutTsne.Builder	invertDistanceMetric(boolean invert)
BarnesHutTsne.Builder	learningRate(double learningRate)
BarnesHutTsne.Builder	minGain(double minGain)
BarnesHutTsne.Builder	normalize(boolean normalize)
BarnesHutTsne.Builder	perplexity(double perplexity)
BarnesHutTsne.Builder	setFinalMomentum(double finalMomentum)
BarnesHutTsne.Builder	setInitialMomentum(double initialMomentum)
BarnesHutTsne.Builder	setMaxIter(int maxIter)
BarnesHutTsne.Builder	setMomentum(double momentum)
BarnesHutTsne.Builder	setRealMin(double realMin)
BarnesHutTsne.Builder	setSwitchMomentumIteration(int switchMomentumIteration)
BarnesHutTsne.Builder	similarityFunction(String similarityFunction)
BarnesHutTsne.Builder	stopLyingIteration(int stopLyingIteration)
BarnesHutTsne.Builder	theta(double theta)
BarnesHutTsne.Builder	tolerance(double tolerance)
BarnesHutTsne.Builder	useAdaGrad(boolean useAdaGrad)
BarnesHutTsne.Builder	usePca(boolean usePca)

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

similarityFunction

public BarnesHutTsne.Builder similarityFunction(String similarityFunction)

invertDistanceMetric

public BarnesHutTsne.Builder invertDistanceMetric(boolean invert)

theta

public BarnesHutTsne.Builder theta(double theta)

minGain

public BarnesHutTsne.Builder minGain(double minGain)

Overrides:

minGain in class Tsne.Builder

perplexity

public BarnesHutTsne.Builder perplexity(double perplexity)

Overrides:

perplexity in class Tsne.Builder

useAdaGrad

public BarnesHutTsne.Builder useAdaGrad(boolean useAdaGrad)

Overrides:

useAdaGrad in class Tsne.Builder

learningRate

public BarnesHutTsne.Builder learningRate(double learningRate)

Overrides:

learningRate in class Tsne.Builder

tolerance

public BarnesHutTsne.Builder tolerance(double tolerance)

Overrides:

tolerance in class Tsne.Builder

stopLyingIteration

public BarnesHutTsne.Builder stopLyingIteration(int stopLyingIteration)

Overrides:

stopLyingIteration in class Tsne.Builder

usePca

public BarnesHutTsne.Builder usePca(boolean usePca)

Overrides:

usePca in class Tsne.Builder

normalize

public BarnesHutTsne.Builder normalize(boolean normalize)

Overrides:

normalize in class Tsne.Builder

setMaxIter

public BarnesHutTsne.Builder setMaxIter(int maxIter)

Overrides:

setMaxIter in class Tsne.Builder

setRealMin

public BarnesHutTsne.Builder setRealMin(double realMin)

Overrides:

setRealMin in class Tsne.Builder

setInitialMomentum

public BarnesHutTsne.Builder setInitialMomentum(double initialMomentum)

Overrides:

setInitialMomentum in class Tsne.Builder

setFinalMomentum

public BarnesHutTsne.Builder setFinalMomentum(double finalMomentum)

Overrides:

setFinalMomentum in class Tsne.Builder

setMomentum

public BarnesHutTsne.Builder setMomentum(double momentum)

Overrides:

setMomentum in class Tsne.Builder

setSwitchMomentumIteration

public BarnesHutTsne.Builder setSwitchMomentumIteration(int switchMomentumIteration)

Overrides:

setSwitchMomentumIteration in class Tsne.Builder

build

public BarnesHutTsne build()

Overrides:

build in class Tsne.Builder