A B C D F G H I L M N O P R S T U V W Y

A

adaGrad - Variable in class org.deeplearning4j.plot.BarnesHutTsne

adaGrad - Variable in class org.deeplearning4j.plot.Tsne

addListeners(TrainingListener...) - Method in class org.deeplearning4j.plot.BarnesHutTsne

applyConstraints(int, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne

B

BarnesHutTsne - Class in org.deeplearning4j.plot

Barnes hut algorithm for TSNE, uses a dual tree approximation approach.

BarnesHutTsne(int, String, double, boolean, int, double, double, double, double, int, boolean, int, double, double, boolean, double, TrainingListener, double, int) - Constructor for class org.deeplearning4j.plot.BarnesHutTsne

BarnesHutTsne(int, String, double, boolean, int, double, double, double, double, int, boolean, int, double, double, boolean, double, TrainingListener, double, int, WorkspaceMode) - Constructor for class org.deeplearning4j.plot.BarnesHutTsne

BarnesHutTsne.Builder - Class in org.deeplearning4j.plot

batchSize() - Method in class org.deeplearning4j.plot.BarnesHutTsne

build() - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

build() - Method in class org.deeplearning4j.plot.Tsne.Builder

Builder() - Constructor for class org.deeplearning4j.plot.BarnesHutTsne.Builder

Builder() - Constructor for class org.deeplearning4j.plot.Tsne.Builder

C

calculate(INDArray, int, double) - Method in class org.deeplearning4j.plot.Tsne

clear() - Method in class org.deeplearning4j.plot.BarnesHutTsne

computeGaussianKernel(INDArray, double, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Computes a gaussian kernel given a vector of squared distance distances

computeGaussianPerplexity(INDArray, double) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Convert data to probability co-occurrences (aka calculating the kernel)

computeGradientAndScore(LayerWorkspaceMgr) - Method in class org.deeplearning4j.plot.BarnesHutTsne

conf() - Method in class org.deeplearning4j.plot.BarnesHutTsne

D

diag(INDArray) - Method in class org.deeplearning4j.plot.Tsne

F

finalMomentum - Variable in class org.deeplearning4j.plot.BarnesHutTsne

finalMomentum - Variable in class org.deeplearning4j.plot.Tsne.Builder

finalMomentum - Variable in class org.deeplearning4j.plot.Tsne

fit() - Method in class org.deeplearning4j.plot.BarnesHutTsne

fit(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

fit(INDArray, LayerWorkspaceMgr) - Method in class org.deeplearning4j.plot.BarnesHutTsne

fit(INDArray, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Deprecated.

Use BarnesHutTsne.fit(INDArray)

G

getData() - Method in class org.deeplearning4j.plot.BarnesHutTsne

Return the matrix reduce to the NDim.

getGradientsViewArray() - Method in class org.deeplearning4j.plot.BarnesHutTsne

getNumDimensions() - Method in class org.deeplearning4j.plot.BarnesHutTsne

getOptimizer() - Method in class org.deeplearning4j.plot.BarnesHutTsne

getParam(String) - Method in class org.deeplearning4j.plot.BarnesHutTsne

getPerplexity() - Method in class org.deeplearning4j.plot.BarnesHutTsne

getSimiarlityFunction() - Method in class org.deeplearning4j.plot.BarnesHutTsne

getTheta() - Method in class org.deeplearning4j.plot.BarnesHutTsne

gradient(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

gradient() - Method in class org.deeplearning4j.plot.BarnesHutTsne

gradientAndScore() - Method in class org.deeplearning4j.plot.BarnesHutTsne

H

hBeta(INDArray, double) - Method in class org.deeplearning4j.plot.Tsne

Computes a gaussian kernel given a vector of squared distance distances

I

init() - Method in class org.deeplearning4j.plot.BarnesHutTsne

Init the model

init() - Method in class org.deeplearning4j.plot.Tsne

initialMomentum - Variable in class org.deeplearning4j.plot.BarnesHutTsne

initialMomentum - Variable in class org.deeplearning4j.plot.Tsne.Builder

initialMomentum - Variable in class org.deeplearning4j.plot.Tsne

input() - Method in class org.deeplearning4j.plot.BarnesHutTsne

invertDistanceMetric(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

isInvert() - Method in class org.deeplearning4j.plot.BarnesHutTsne

L

learningRate(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

learningRate - Variable in class org.deeplearning4j.plot.BarnesHutTsne

learningRate - Variable in class org.deeplearning4j.plot.Tsne.Builder

learningRate(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

learningRate - Variable in class org.deeplearning4j.plot.Tsne

logger - Static variable in class org.deeplearning4j.plot.Tsne

M

maxIter - Variable in class org.deeplearning4j.plot.BarnesHutTsne

maxIter - Variable in class org.deeplearning4j.plot.Tsne.Builder

maxIter - Variable in class org.deeplearning4j.plot.Tsne

minGain(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

minGain - Variable in class org.deeplearning4j.plot.BarnesHutTsne

minGain - Variable in class org.deeplearning4j.plot.Tsne.Builder

minGain(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

minGain - Variable in class org.deeplearning4j.plot.Tsne

momentum - Variable in class org.deeplearning4j.plot.BarnesHutTsne

momentum - Variable in class org.deeplearning4j.plot.Tsne.Builder

momentum - Variable in class org.deeplearning4j.plot.Tsne

N

normalize(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

normalize - Variable in class org.deeplearning4j.plot.BarnesHutTsne

normalize - Variable in class org.deeplearning4j.plot.Tsne.Builder

normalize(boolean) - Method in class org.deeplearning4j.plot.Tsne.Builder

normalize - Variable in class org.deeplearning4j.plot.Tsne

numDimension(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

numParams() - Method in class org.deeplearning4j.plot.BarnesHutTsne

numParams(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne

O

org.deeplearning4j.plot - package org.deeplearning4j.plot

P

params() - Method in class org.deeplearning4j.plot.BarnesHutTsne

paramTable() - Method in class org.deeplearning4j.plot.BarnesHutTsne

paramTable(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne

perplexity(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

perplexity - Variable in class org.deeplearning4j.plot.BarnesHutTsne

perplexity - Variable in class org.deeplearning4j.plot.Tsne.Builder

perplexity(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

perplexity - Variable in class org.deeplearning4j.plot.Tsne

plot(INDArray, int, List<String>, String) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Deprecated.

use BarnesHutTsne.fit(INDArray) and BarnesHutTsne.saveAsFile(List, String) instead.

plot(INDArray, int, List<String>, String) - Method in class org.deeplearning4j.plot.Tsne

R

realMin - Variable in class org.deeplearning4j.plot.BarnesHutTsne

realMin - Variable in class org.deeplearning4j.plot.Tsne.Builder

realMin - Variable in class org.deeplearning4j.plot.Tsne

S

saveAsFile(List<String>, String) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Save the model as a file with a csv format, adding the label as the last column.

score() - Method in class org.deeplearning4j.plot.BarnesHutTsne

setBackpropGradientsViewArray(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setConf(NeuralNetConfiguration) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setData(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setFinalMomentum(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

setFinalMomentum(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

setInitialMomentum(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

setInitialMomentum(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

setInvert(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setListeners(Collection<TrainingListener>) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Set the trainingListeners for the ComputationGraph (and all layers in the network)

setListeners(TrainingListener...) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Set the trainingListeners for the ComputationGraph (and all layers in the network)

setMaxIter(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

setMaxIter(int) - Method in class org.deeplearning4j.plot.Tsne.Builder

setMomentum(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

setMomentum(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

setNumDimensions(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setParam(String, INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setParams(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setParamsViewArray(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setParamTable(Map<String, INDArray>) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setRealMin(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

setRealMin(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

setSimiarlityFunction(String) - Method in class org.deeplearning4j.plot.BarnesHutTsne

setSwitchMomentumIteration(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

setSwitchMomentumIteration(int) - Method in class org.deeplearning4j.plot.Tsne.Builder

similarityFunction(String) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

step(INDArray, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne

An individual iteration

stopLyingIteration(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

stopLyingIteration - Variable in class org.deeplearning4j.plot.BarnesHutTsne

stopLyingIteration - Variable in class org.deeplearning4j.plot.Tsne.Builder

stopLyingIteration(int) - Method in class org.deeplearning4j.plot.Tsne.Builder

stopLyingIteration - Variable in class org.deeplearning4j.plot.Tsne

switchMomentumIteration - Variable in class org.deeplearning4j.plot.BarnesHutTsne

switchMomentumIteration - Variable in class org.deeplearning4j.plot.Tsne.Builder

switchMomentumIteration - Variable in class org.deeplearning4j.plot.Tsne

symmetrized(INDArray, INDArray, INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne

Symmetrize the value matrix

T

theta(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

tolerance(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

tolerance - Variable in class org.deeplearning4j.plot.BarnesHutTsne

tolerance - Variable in class org.deeplearning4j.plot.Tsne.Builder

tolerance(double) - Method in class org.deeplearning4j.plot.Tsne.Builder

tolerance - Variable in class org.deeplearning4j.plot.Tsne

trainingListener - Variable in class org.deeplearning4j.plot.BarnesHutTsne

Tsne - Class in org.deeplearning4j.plot

dl4j port of original t-sne algorithm described/implemented by van der Maaten and Hinton

Tsne(int, double, double, double, double, double, int, boolean, boolean, int, double, double, boolean, double) - Constructor for class org.deeplearning4j.plot.Tsne

Tsne.Builder - Class in org.deeplearning4j.plot

U

update(Gradient) - Method in class org.deeplearning4j.plot.BarnesHutTsne

update(INDArray, String) - Method in class org.deeplearning4j.plot.BarnesHutTsne

useAdaGrad(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

useAdaGrad - Variable in class org.deeplearning4j.plot.BarnesHutTsne

useAdaGrad - Variable in class org.deeplearning4j.plot.Tsne.Builder

useAdaGrad(boolean) - Method in class org.deeplearning4j.plot.Tsne.Builder

useAdaGrad - Variable in class org.deeplearning4j.plot.Tsne

usePca - Variable in class org.deeplearning4j.plot.BarnesHutTsne

usePca - Variable in class org.deeplearning4j.plot.Tsne.Builder

usePca(boolean) - Method in class org.deeplearning4j.plot.Tsne.Builder

usePca - Variable in class org.deeplearning4j.plot.Tsne

V

vpTreeWorkers(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

W

workspaceCache - Static variable in class org.deeplearning4j.plot.BarnesHutTsne

workspaceConfigurationCache - Static variable in class org.deeplearning4j.plot.BarnesHutTsne

workspaceConfigurationExternal - Static variable in class org.deeplearning4j.plot.BarnesHutTsne

workspaceConfigurationFeedForward - Variable in class org.deeplearning4j.plot.BarnesHutTsne

workspaceExternal - Static variable in class org.deeplearning4j.plot.BarnesHutTsne

workspaceMode - Variable in class org.deeplearning4j.plot.BarnesHutTsne.Builder

workspaceMode(WorkspaceMode) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder

workspaceMode - Variable in class org.deeplearning4j.plot.BarnesHutTsne

Y

Y - Variable in class org.deeplearning4j.plot.BarnesHutTsne

Y - Variable in class org.deeplearning4j.plot.Tsne

Y_GRAD - Static variable in class org.deeplearning4j.plot.BarnesHutTsne

A B C D F G H I L M N O P R S T U V W Y