Serialized Form (deeplearning4j-core 0.0.3.3.4.alpha2 API)

Package org.deeplearning4j.berkeley
- Class org.deeplearning4j.berkeley.Counter extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - entries
```
Map<K,V> entries
```
    - dirty
```
boolean dirty
```
    - cacheTotal
```
double cacheTotal
```
    - mf
```
MapFactory<K,V> mf
```
    - deflt
```
double deflt
```
- Class org.deeplearning4j.berkeley.CounterMap extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - mf
```
MapFactory<K,V> mf
```
    - counterMap
```
Map<K,V> counterMap
```
    - defltVal
```
double defltVal
```
- Class org.deeplearning4j.berkeley.MapFactory extends Object implements Serializable
- Class org.deeplearning4j.berkeley.MapFactory.HashMapFactory extends MapFactory<K,V> implements Serializable
  
  serialVersionUID:
  
  1L
- Class org.deeplearning4j.berkeley.MapFactory.IdentityHashMapFactory extends MapFactory<K,V> implements Serializable
  
  serialVersionUID:
  
  1L
- Class org.deeplearning4j.berkeley.MapFactory.TreeMapFactory extends MapFactory<K,V> implements Serializable
  
  serialVersionUID:
  
  1L
- Class org.deeplearning4j.berkeley.MapFactory.WeakHashMapFactory extends MapFactory<K,V> implements Serializable
  
  serialVersionUID:
  
  1L
- Class org.deeplearning4j.berkeley.Pair extends Object implements Serializable
  
  serialVersionUID:
  
  42L
  - Serialized Fields
    - first
```
Object first
```
    - second
```
Object second
```
- Class org.deeplearning4j.berkeley.PriorityQueue extends Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - size
```
int size
```
    - capacity
```
int capacity
```
    - elements
```
List<E> elements
```
    - priorities
```
double[] priorities
```
- Class org.deeplearning4j.berkeley.Triple extends Object implements Serializable
  - Serialized Fields
    - first
```
Object first
```
    - second
```
Object second
```
    - third
```
Object third
```
Package org.deeplearning4j.clustering.algorithm
- Class org.deeplearning4j.clustering.algorithm.BaseClusteringAlgorithm extends Object implements Serializable
  
  serialVersionUID:
  
  338231277453149972L
  - Serialized Fields
    - clusteringStrategy
```
ClusteringStrategy clusteringStrategy
```
    - iterationHistory
```
IterationHistory iterationHistory
```
    - currentIteration
```
int currentIteration
```
    - clusterSet
```
ClusterSet clusterSet
```
    - initialPoints
```
List<E> initialPoints
```
Package org.deeplearning4j.clustering.kdtree
- Class org.deeplearning4j.clustering.kdtree.HyperRect extends Object implements Serializable
  - Serialized Fields
    - points
```
List<E> points
```
- Class org.deeplearning4j.clustering.kdtree.KDTree extends Object implements Serializable
  - Serialized Fields
    - root
```
KDTree.KDNode root
```
    - dims
```
int dims
```
    - size
```
int size
```
    - rect
```
HyperRect rect
```
Package org.deeplearning4j.clustering.kmeans
- Class org.deeplearning4j.clustering.kmeans.KMeansClustering extends BaseClusteringAlgorithm implements Serializable
  
  serialVersionUID:
  
  8476951388145944776L
Package org.deeplearning4j.clustering.quadtree
- Class org.deeplearning4j.clustering.quadtree.Cell extends Object implements Serializable
  - Serialized Fields
    - x
```
double x
```
    - y
```
double y
```
    - hw
```
double hw
```
    - hh
```
double hh
```
- Class org.deeplearning4j.clustering.quadtree.QuadTree extends Object implements Serializable
  - Serialized Fields
    - parent
```
QuadTree parent
```
    - northWest
```
QuadTree northWest
```
    - northEast
```
QuadTree northEast
```
    - southWest
```
QuadTree southWest
```
    - southEast
```
QuadTree southEast
```
    - isLeaf
```
boolean isLeaf
```
    - size
```
int size
```
    - cumSize
```
int cumSize
```
    - boundary
```
Cell boundary
```
    - buf
```
org.nd4j.linalg.api.ndarray.INDArray buf
```
    - data
```
org.nd4j.linalg.api.ndarray.INDArray data
```
    - centerOfMass
```
org.nd4j.linalg.api.ndarray.INDArray centerOfMass
```
    - index
```
int[] index
```
Package org.deeplearning4j.clustering.sptree
- Class org.deeplearning4j.clustering.sptree.Cell extends Object implements Serializable
  - Serialized Fields
    - dimension
```
int dimension
```
    - corner
```
org.nd4j.linalg.api.ndarray.INDArray corner
```
    - width
```
org.nd4j.linalg.api.ndarray.INDArray width
```
- Class org.deeplearning4j.clustering.sptree.DataPoint extends Object implements Serializable
  - Serialized Fields
    - index
```
int index
```
    - point
```
org.nd4j.linalg.api.ndarray.INDArray point
```
    - d
```
int d
```
    - functionName
```
String functionName
```
    - invert
```
boolean invert
```
- Class org.deeplearning4j.clustering.sptree.HeapItem extends Object implements Serializable
  - Serialized Fields
    - index
```
int index
```
    - distance
```
double distance
```
- Class org.deeplearning4j.clustering.sptree.SpTree extends Object implements Serializable
  - Serialized Fields
    - D
```
int D
```
    - data
```
org.nd4j.linalg.api.ndarray.INDArray data
```
    - N
```
int N
```
    - buf
```
org.nd4j.linalg.api.ndarray.INDArray buf
```
    - size
```
int size
```
    - cumSize
```
int cumSize
```
    - boundary
```
Cell boundary
```
    - centerOfMass
```
org.nd4j.linalg.api.ndarray.INDArray centerOfMass
```
    - parent
```
SpTree parent
```
    - index
```
int[] index
```
    - nodeCapacity
```
int nodeCapacity
```
    - numChildren
```
int numChildren
```
    - isLeaf
```
boolean isLeaf
```
    - indices
```
Set<E> indices
```
    - children
```
SpTree[] children
```
    - similarityFunction
```
String similarityFunction
```
Package org.deeplearning4j.datasets.canova
- Class org.deeplearning4j.datasets.canova.RecordReaderDataSetIterator extends Object implements Serializable
  - Serialized Fields
    - recordReader
```
org.canova.api.records.reader.RecordReader recordReader
```
    - converter
```
org.canova.api.io.WritableConverter converter
```
    - batchSize
```
int batchSize
```
    - labelIndex
```
int labelIndex
```
    - numPossibleLabels
```
int numPossibleLabels
```
    - overshot
```
boolean overshot
```
    - sequenceIter
```
Iterator<E> sequenceIter
```
    - last
```
org.nd4j.linalg.dataset.DataSet last
```
    - useCurrent
```
boolean useCurrent
```
Package org.deeplearning4j.datasets.fetchers
- Class org.deeplearning4j.datasets.fetchers.BaseDataFetcher extends Object implements Serializable
  
  serialVersionUID:
  
  -859588773699432365L
  - Serialized Fields
    - cursor
```
int cursor
```
    - numOutcomes
```
int numOutcomes
```
    - inputColumns
```
int inputColumns
```
    - curr
```
org.nd4j.linalg.dataset.DataSet curr
```
    - totalExamples
```
int totalExamples
```
- Class org.deeplearning4j.datasets.fetchers.CSVDataFetcher extends BaseDataFetcher implements Serializable
  - Serialized Fields
    - csv
```
au.com.bytecode.opencsv.CSV csv
```
    - is
```
InputStream is
```
    - labelColumn
```
int labelColumn
```
    - all
```
org.nd4j.linalg.dataset.DataSet all
```
- Class org.deeplearning4j.datasets.fetchers.CurvesDataFetcher extends BaseDataFetcher implements Serializable
  - Serialized Fields
    - data
```
org.nd4j.linalg.dataset.DataSet data
```
- Class org.deeplearning4j.datasets.fetchers.IrisDataFetcher extends BaseDataFetcher implements Serializable
  
  serialVersionUID:
  
  4566329799221375262L
- Class org.deeplearning4j.datasets.fetchers.LFWDataFetcher extends BaseDataFetcher implements Serializable
  
  serialVersionUID:
  
  -7473748140401804666L
  - Serialized Fields
    - loader
```
LFWLoader loader
```
- Class org.deeplearning4j.datasets.fetchers.MnistDataFetcher extends BaseDataFetcher implements Serializable
  
  serialVersionUID:
  
  -3218754671561789818L
  - Serialized Fields
    - binarize
```
boolean binarize
```
Package org.deeplearning4j.datasets.iterator
- Class org.deeplearning4j.datasets.iterator.BaseDatasetIterator extends Object implements Serializable
  
  serialVersionUID:
  
  -116636792426198949L
  - Serialized Fields
    - batch
```
int batch
```
    - numExamples
```
int numExamples
```
    - fetcher
```
DataSetFetcher fetcher
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.CSVDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.CurvesDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.MovingWindowBaseDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.MultipleEpochsIterator extends Object implements Serializable
  - Serialized Fields
    - numPasses
```
int numPasses
```
    - batch
```
int batch
```
    - iter
```
DataSetIterator iter
```
    - passes
```
int passes
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.ReconstructionDataSetIterator extends Object implements Serializable
  - Serialized Fields
    - iter
```
DataSetIterator iter
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.SamplingDataSetIterator extends Object implements Serializable
  
  serialVersionUID:
  
  -2700563801361726914L
  - Serialized Fields
    - sampleFrom
```
org.nd4j.linalg.dataset.DataSet sampleFrom
```
    - batchSize
```
int batchSize
```
    - totalNumberSamples
```
int totalNumberSamples
```
    - numTimesSampled
```
int numTimesSampled
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
Package org.deeplearning4j.datasets.iterator.impl
- Class org.deeplearning4j.datasets.iterator.impl.IrisDataSetIterator extends BaseDatasetIterator implements Serializable
  
  serialVersionUID:
  
  -2022454995728680368L
- Class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator extends BaseDatasetIterator implements Serializable
  
  serialVersionUID:
  
  7295562586439084858L
- Class org.deeplearning4j.datasets.iterator.impl.ListDataSetIterator extends Object implements Serializable
  
  serialVersionUID:
  
  -7569201667767185411L
  - Serialized Fields
    - curr
```
int curr
```
    - batch
```
int batch
```
    - list
```
List<E> list
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.impl.MovingWindowDataSetFetcher extends BaseDataFetcher implements Serializable
  - Serialized Fields
    - data
```
org.nd4j.linalg.dataset.DataSet data
```
    - windowRows
```
int windowRows
```
    - windowColumns
```
int windowColumns
```
    - cursor
```
int cursor
```
- Class org.deeplearning4j.datasets.iterator.impl.RawMnistDataSetIterator extends BaseDatasetIterator implements Serializable
Package org.deeplearning4j.datasets.test
- Class org.deeplearning4j.datasets.test.TestDataSetIterator extends Object implements Serializable
  
  serialVersionUID:
  
  -3042802726018263331L
  - Serialized Fields
    - wrapped
```
DataSetIterator wrapped
```
    - numDataSets
```
int numDataSets
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
Package org.deeplearning4j.datasets.vectorizer
- Class org.deeplearning4j.datasets.vectorizer.ImageVectorizer extends Object implements Serializable
  - Serialized Fields
    - image
```
File image
```
    - loader
```
ImageLoader loader
```
    - binarize
```
boolean binarize
```
    - normalize
```
boolean normalize
```
    - label
```
int label
```
    - numLabels
```
int numLabels
```
    - threshold
```
int threshold
```
Package org.deeplearning4j.exception
- Class org.deeplearning4j.exception.DeepLearningException extends Exception implements Serializable
  
  serialVersionUID:
  
  -7973589163269627293L
- Class org.deeplearning4j.exception.InvalidStepException extends Exception implements Serializable
Package org.deeplearning4j.nn.api

Package org.deeplearning4j.nn.conf

Class org.deeplearning4j.nn.conf.MultiLayerConfiguration extends Object implements Serializable
- Serialized Fields
  - hiddenLayerSizes
```
int[] hiddenLayerSizes
```
  - confs
```
List<E> confs
```
  - useDropConnect
```
boolean useDropConnect
```
  - useGaussNewtonVectorProductBackProp
```
boolean useGaussNewtonVectorProductBackProp
```
  - pretrain
```
boolean pretrain
```
  - useRBMPropUpAsActivations
```
boolean useRBMPropUpAsActivations
```
  - dampingFactor
```
double dampingFactor
```
  - processors
```
Map<K,V> processors
```
  - inputPreProcessors
```
Map<K,V> inputPreProcessors
```
  - backward
```
boolean backward
```

Class org.deeplearning4j.nn.conf.NeuralNetConfiguration extends Object implements Serializable

Serialized Fields

sparsity
```
double sparsity
```
useAdaGrad
```
boolean useAdaGrad
```
lr
```
double lr
```
corruptionLevel
```
double corruptionLevel
```
numIterations
```
int numIterations
```
momentum
```
double momentum
```
l2
```
double l2
```
useRegularization
```
boolean useRegularization
```
customLossFunction
```
String customLossFunction
```
momentumAfter
```
Map<K,V> momentumAfter
```
resetAdaGradIterations
```
int resetAdaGradIterations
```
numLineSearchIterations
```
int numLineSearchIterations
```
dropOut
```
double dropOut
```
applySparsity
```
boolean applySparsity
```
weightInit
```
WeightInit weightInit
```
optimizationAlgo
```
OptimizationAlgorithm optimizationAlgo
```

lossFunction

org.nd4j.linalg.lossfunctions.LossFunctions.LossFunction lossFunction

constrainGradientToUnitNorm
```
boolean constrainGradientToUnitNorm
```
rng
```
Random rng
```
dist
```
Distribution dist
```
stepFunction
```
StepFunction stepFunction
```
layer
```
Layer layer
```
variables
```
List<E> variables
```
nIn
```
int nIn
```
nOut
```
int nOut
```
activationFunction
```
String activationFunction
```
visibleUnit
```
RBM.VisibleUnit visibleUnit
```
hiddenUnit
```
RBM.HiddenUnit hiddenUnit
```
k
```
int k
```
weightShape
```
int[] weightShape
```
filterSize
```
int[] filterSize
```
stride
```
int[] stride
```
kernel
```
int kernel
```
Deprecated.
batchSize
```
int batchSize
```
minimize
```
boolean minimize
```
l1
```
double l1
```
featureMapSize
```
int[] featureMapSize
```

convolutionType

ConvolutionLayer.ConvolutionType convolutionType

Package org.deeplearning4j.nn.conf.distribution
- Class org.deeplearning4j.nn.conf.distribution.BinomialDistribution extends Distribution implements Serializable
  
  serialVersionUID:
  
  7407024251874318749L
  - Serialized Fields
    - numberOfTrials
```
int numberOfTrials
```
    - probabilityOfSuccess
```
double probabilityOfSuccess
```
- Class org.deeplearning4j.nn.conf.distribution.Distribution extends Object implements Serializable
  
  serialVersionUID:
  
  5401741214954998498L
- Class org.deeplearning4j.nn.conf.distribution.NormalDistribution extends Distribution implements Serializable
  
  serialVersionUID:
  
  -5893908202686359437L
  - Serialized Fields
    - mean
```
double mean
```
    - std
```
double std
```
- Class org.deeplearning4j.nn.conf.distribution.UniformDistribution extends Distribution implements Serializable
  
  serialVersionUID:
  
  7006579116682205405L
  - Serialized Fields
    - upper
```
double upper
```
    - lower
```
double lower
```
Package org.deeplearning4j.nn.conf.layers
- Class org.deeplearning4j.nn.conf.layers.AutoEncoder extends BasePretrainNetwork implements Serializable
  
  serialVersionUID:
  
  -7624965662728637504L
- Class org.deeplearning4j.nn.conf.layers.BasePretrainNetwork extends Layer implements Serializable
  
  serialVersionUID:
  
  -6945800646970810896L
- Class org.deeplearning4j.nn.conf.layers.ConvolutionDownSampleLayer extends ConvolutionLayer implements Serializable
  
  serialVersionUID:
  
  7524152911435120057L
- Class org.deeplearning4j.nn.conf.layers.ConvolutionLayer extends Layer implements Serializable
  
  serialVersionUID:
  
  3073633667258683720L
- Class org.deeplearning4j.nn.conf.layers.Layer extends Object implements Serializable
  
  serialVersionUID:
  
  492217000569721428L
- Class org.deeplearning4j.nn.conf.layers.LSTM extends Layer implements Serializable
  
  serialVersionUID:
  
  8056539856799747130L
- Class org.deeplearning4j.nn.conf.layers.OutputLayer extends Layer implements Serializable
  
  serialVersionUID:
  
  8554480736972510788L
- Class org.deeplearning4j.nn.conf.layers.RBM extends BasePretrainNetwork implements Serializable
  
  serialVersionUID:
  
  485040309806445606L
- Class org.deeplearning4j.nn.conf.layers.RecursiveAutoEncoder extends Layer implements Serializable
  
  serialVersionUID:
  
  -2963611662325083203L
- Class org.deeplearning4j.nn.conf.layers.SubsamplingLayer extends Layer implements Serializable
  
  serialVersionUID:
  
  -7095644470333017030L
Package org.deeplearning4j.nn.conf.preprocessor
- Class org.deeplearning4j.nn.conf.preprocessor.AggregatePreProcessor extends Object implements Serializable
  - Serialized Fields
    - preProcessor
```
OutputPreProcessor[] preProcessor
```
- Class org.deeplearning4j.nn.conf.preprocessor.BinomialSamplingPreProcessor extends Object implements Serializable
- Class org.deeplearning4j.nn.conf.preprocessor.ComposableInputPreProcessor extends Object implements Serializable
  - Serialized Fields
    - preProcessors
```
InputPreProcessor[] preProcessors
```
- Class org.deeplearning4j.nn.conf.preprocessor.ComposableOutputPostProcessor extends Object implements Serializable
  - Serialized Fields
    - outputPreProcessors
```
OutputPreProcessor[] outputPreProcessors
```
- Class org.deeplearning4j.nn.conf.preprocessor.ReshapePreProcessor extends Object implements Serializable
  - Serialized Fields
    - shape
```
int[] shape
```
- Class org.deeplearning4j.nn.conf.preprocessor.UnitVariancePrePreProcessor extends Object implements Serializable
- Class org.deeplearning4j.nn.conf.preprocessor.ZeroMeanAndUnitVariancePrePreProcessor extends Object implements Serializable
- Class org.deeplearning4j.nn.conf.preprocessor.ZeroMeanPrePreProcessor extends Object implements Serializable
Package org.deeplearning4j.nn.conf.rng
- Class org.deeplearning4j.nn.conf.rng.DefaultRandom extends Random implements Serializable
  
  serialVersionUID:
  
  5569534592707776187L
  - Serialized Fields
    - seed
```
long seed
```
- Class org.deeplearning4j.nn.conf.rng.Random extends Object implements Serializable
  
  serialVersionUID:
  
  -1301235318305156644L
Package org.deeplearning4j.nn.conf.stepfunctions
- Class org.deeplearning4j.nn.conf.stepfunctions.DefaultStepFunction extends StepFunction implements Serializable
  
  serialVersionUID:
  
  890156465738412597L
- Class org.deeplearning4j.nn.conf.stepfunctions.GradientStepFunction extends StepFunction implements Serializable
  
  serialVersionUID:
  
  -2078308971477295356L
- Class org.deeplearning4j.nn.conf.stepfunctions.NegativeDefaultStepFunction extends StepFunction implements Serializable
  
  serialVersionUID:
  
  -7172373342318047825L
- Class org.deeplearning4j.nn.conf.stepfunctions.NegativeGradientStepFunction extends StepFunction implements Serializable
  
  serialVersionUID:
  
  1180651861332789690L
- Class org.deeplearning4j.nn.conf.stepfunctions.StepFunction extends Object implements Serializable
  
  serialVersionUID:
  
  -1884835867123371330L
Package org.deeplearning4j.nn.gradient
- Class org.deeplearning4j.nn.gradient.DefaultGradient extends Object implements Serializable
  - Serialized Fields
    - gradients
```
Map<K,V> gradients
```
Package org.deeplearning4j.nn.layers
- Class org.deeplearning4j.nn.layers.BaseLayer extends Object implements Serializable
  - Serialized Fields
    - input
```
org.nd4j.linalg.api.ndarray.INDArray input
```
    - params
```
Map<K,V> params
```
    - conf
```
NeuralNetConfiguration conf
```
    - dropoutMask
```
org.nd4j.linalg.api.ndarray.INDArray dropoutMask
```
    - paramInitializer
```
ParamInitializer paramInitializer
```
    - score
```
double score
```
    - optimizer
```
ConvexOptimizer optimizer
```
    - iterationListeners
```
Collection<E> iterationListeners
```
- Class org.deeplearning4j.nn.layers.BasePretrainNetwork extends BaseLayer implements Serializable
  
  serialVersionUID:
  
  -7074102204433996574L
- Class org.deeplearning4j.nn.layers.OutputLayer extends BaseLayer implements Serializable
  
  serialVersionUID:
  
  -7065564817460914364L
  - Serialized Fields
    - labels
```
org.nd4j.linalg.api.ndarray.INDArray labels
```
Package org.deeplearning4j.nn.layers.convolution
- Class org.deeplearning4j.nn.layers.convolution.ConvolutionDownSampleLayer extends BaseLayer implements Serializable
- Class org.deeplearning4j.nn.layers.convolution.ConvolutionLayer extends Object implements Serializable
  - Serialized Fields
    - conf
```
NeuralNetConfiguration conf
```
    - params
```
Map<K,V> params
```
    - paramInitializer
```
ParamInitializer paramInitializer
```
    - listeners
```
List<E> listeners
```
Package org.deeplearning4j.nn.layers.convolution.preprocessor
- Class org.deeplearning4j.nn.layers.convolution.preprocessor.ConvolutionInputPreProcessor extends Object implements Serializable
  - Serialized Fields
    - rows
```
int rows
```
    - cols
```
int cols
```
- Class org.deeplearning4j.nn.layers.convolution.preprocessor.ConvolutionPostProcessor extends Object implements Serializable
  - Serialized Fields
    - shape
```
int[] shape
```
Package org.deeplearning4j.nn.layers.convolution.subsampling
- Class org.deeplearning4j.nn.layers.convolution.subsampling.SubsamplingLayer extends Object implements Serializable
  - Serialized Fields
    - conf
```
NeuralNetConfiguration conf
```
    - convLayer
```
Layer convLayer
```
    - paramInitializer
```
ParamInitializer paramInitializer
```
    - params
```
Map<K,V> params
```
Package org.deeplearning4j.nn.layers.feedforward.autoencoder
- Class org.deeplearning4j.nn.layers.feedforward.autoencoder.AutoEncoder extends BasePretrainNetwork implements Serializable
  
  serialVersionUID:
  
  -6445530486350763837L

Package org.deeplearning4j.nn.layers.feedforward.autoencoder.recursive

Class org.deeplearning4j.nn.layers.feedforward.autoencoder.recursive.RecursiveAutoEncoder extends BaseLayer implements Serializable

Serialized Fields

currInput

org.nd4j.linalg.api.ndarray.INDArray currInput

allInput

org.nd4j.linalg.api.ndarray.INDArray allInput

visibleLoss

org.nd4j.linalg.api.ndarray.INDArray visibleLoss

hiddenLoss

org.nd4j.linalg.api.ndarray.INDArray hiddenLoss

cLoss

org.nd4j.linalg.api.ndarray.INDArray cLoss

bLoss

org.nd4j.linalg.api.ndarray.INDArray bLoss

y
```
org.nd4j.linalg.api.ndarray.INDArray y
```
currScore
```
double currScore
```

Class org.deeplearning4j.nn.layers.feedforward.autoencoder.recursive.Tree extends Object implements Serializable

Serialized Fields

vector

org.nd4j.linalg.api.ndarray.INDArray vector

prediction

org.nd4j.linalg.api.ndarray.INDArray prediction

children
```
List<E> children
```
error
```
double error
```
parent
```
Tree parent
```
headWord
```
String headWord
```
value
```
String value
```
label
```
String label
```
type
```
String type
```
goldLabel
```
int goldLabel
```
tokens
```
List<E> tokens
```
tags
```
List<E> tags
```
parse
```
String parse
```
begin
```
int begin
```
end
```
int end
```

Package org.deeplearning4j.nn.layers.feedforward.rbm
- Class org.deeplearning4j.nn.layers.feedforward.rbm.RBM extends BasePretrainNetwork implements Serializable
  
  serialVersionUID:
  
  6189188205731511957L
  - Serialized Fields
    - rng
```
org.nd4j.linalg.api.rng.Random rng
```
    - sigma
```
org.nd4j.linalg.api.ndarray.INDArray sigma
```
    - hiddenSigma
```
org.nd4j.linalg.api.ndarray.INDArray hiddenSigma
```

Package org.deeplearning4j.nn.layers.recurrent

Class org.deeplearning4j.nn.layers.recurrent.LSTM extends BaseLayer implements Serializable

Serialized Fields

iFog

org.nd4j.linalg.api.ndarray.INDArray iFog

iFogF

org.nd4j.linalg.api.ndarray.INDArray iFogF

c
```
org.nd4j.linalg.api.ndarray.INDArray c
```
x
```
org.nd4j.linalg.api.ndarray.INDArray x
```

hIn

org.nd4j.linalg.api.ndarray.INDArray hIn

hOut

org.nd4j.linalg.api.ndarray.INDArray hOut

u
```
org.nd4j.linalg.api.ndarray.INDArray u
```
u2
```
org.nd4j.linalg.api.ndarray.INDArray u2
```
xi
```
org.nd4j.linalg.api.ndarray.INDArray xi
```
xs
```
org.nd4j.linalg.api.ndarray.INDArray xs
```

Package org.deeplearning4j.nn.multilayer
- Class org.deeplearning4j.nn.multilayer.MultiLayerNetwork extends Object implements Serializable
  
  serialVersionUID:
  
  -5029161847383716484L
  - Serialized Fields
    - layers
```
Layer[] layers
```
    - input
```
org.nd4j.linalg.api.ndarray.INDArray input
```
    - labels
```
org.nd4j.linalg.api.ndarray.INDArray labels
```
    - initCalled
```
boolean initCalled
```
    - listeners
```
List<E> listeners
```
    - defaultConfiguration
```
NeuralNetConfiguration defaultConfiguration
```
    - layerWiseConfigurations
```
MultiLayerConfiguration layerWiseConfigurations
```
    - mask
```
org.nd4j.linalg.api.ndarray.INDArray mask
```
Package org.deeplearning4j.optimize.api
Package org.deeplearning4j.optimize.listeners
- Class org.deeplearning4j.optimize.listeners.ComposableIterationListener extends Object implements Serializable
  - Serialized Fields
    - listeners
```
Collection<E> listeners
```
- Class org.deeplearning4j.optimize.listeners.ScoreIterationListener extends Object implements Serializable
  - Serialized Fields
    - printIterations
```
int printIterations
```
Package org.deeplearning4j.optimize.solvers
- Class org.deeplearning4j.optimize.solvers.BackTrackLineSearch extends Object implements Serializable
  - Serialized Fields
    - function
```
Model function
```
    - stepFunction
```
StepFunction stepFunction
```
    - optimizer
```
ConvexOptimizer optimizer
```
    - maxIterations
```
int maxIterations
```
    - stpmax
```
double stpmax
```
    - relTolx
```
double relTolx
```
    - absTolx
```
double absTolx
```
    - ALF
```
double ALF
```
- Class org.deeplearning4j.optimize.solvers.BaseOptimizer extends Object implements Serializable
  - Serialized Fields
    - conf
```
NeuralNetConfiguration conf
```
    - adaGrad
```
org.nd4j.linalg.learning.AdaGrad adaGrad
```
    - iteration
```
int iteration
```
    - stepFunction
```
StepFunction stepFunction
```
    - iterationListeners
```
Collection<E> iterationListeners
```
    - terminationConditions
```
Collection<E> terminationConditions
```
    - model
```
Model model
```
    - lineMaximizer
```
BackTrackLineSearch lineMaximizer
```
    - step
```
double step
```
    - batchSize
```
int batchSize
```
    - score
```
double score
```
    - oldScore
```
double oldScore
```
    - stpMax
```
double stpMax
```
    - adaGradForVariable
```
Map<K,V> adaGradForVariable
```
    - searchState
```
Map<K,V> searchState
```
- Class org.deeplearning4j.optimize.solvers.ConjugateGradient extends BaseOptimizer implements Serializable
- Class org.deeplearning4j.optimize.solvers.GradientAscent extends BaseOptimizer implements Serializable
- Class org.deeplearning4j.optimize.solvers.IterationGradientDescent extends BaseOptimizer implements Serializable
- Class org.deeplearning4j.optimize.solvers.LBFGS extends BaseOptimizer implements Serializable
  - Serialized Fields
    - m
```
int m
```
- Class org.deeplearning4j.optimize.solvers.StochasticHessianFree extends BaseOptimizer implements Serializable
  - Serialized Fields
    - converged
```
boolean converged
```
    - initialStepSize
```
double initialStepSize
```
    - tolerance
```
double tolerance
```
    - gradientTolerance
```
double gradientTolerance
```
    - network
```
MultiLayerNetwork network
```
    - maxIterations
```
int maxIterations
```
    - ch
```
org.nd4j.linalg.api.ndarray.INDArray ch
```
    - gradient
```
org.nd4j.linalg.api.ndarray.INDArray gradient
```
    - xi
```
org.nd4j.linalg.api.ndarray.INDArray xi
```
    - pi
```
double pi
```
    - decrease
```
double decrease
```
    - boost
```
double boost
```
    - score
```
double score
```
Package org.deeplearning4j.optimize.stepfunctions
- Class org.deeplearning4j.optimize.stepfunctions.DefaultStepFunction extends Object implements Serializable
- Class org.deeplearning4j.optimize.stepfunctions.GradientStepFunction extends Object implements Serializable
- Class org.deeplearning4j.optimize.stepfunctions.NegativeDefaultStepFunction extends Object implements Serializable
- Class org.deeplearning4j.optimize.stepfunctions.NegativeGradientStepFunction extends Object implements Serializable
Package org.deeplearning4j.optimize.terminations
- Class org.deeplearning4j.optimize.terminations.EpsTermination extends Object implements Serializable
  - Serialized Fields
    - eps
```
double eps
```
    - tolerance
```
double tolerance
```
- Class org.deeplearning4j.optimize.terminations.Norm2Termination extends Object implements Serializable
  - Serialized Fields
    - gradientTolerance
```
double gradientTolerance
```
- Class org.deeplearning4j.optimize.terminations.ZeroDirection extends Object implements Serializable

Package org.deeplearning4j.plot

Class org.deeplearning4j.plot.BarnesHutTsne extends Tsne implements Serializable

Serialized Fields

N
```
int N
```
perplexity
```
double perplexity
```
theta
```
double theta
```

rows

org.nd4j.linalg.api.ndarray.INDArray rows

cols

org.nd4j.linalg.api.ndarray.INDArray cols

vals

org.nd4j.linalg.api.ndarray.INDArray vals

x
```
org.nd4j.linalg.api.ndarray.INDArray x
```
numDimensions
```
int numDimensions
```
tree
```
SpTree tree
```

Class org.deeplearning4j.plot.FilterPanel extends JPanel implements Serializable
- Serialized Fields
  - image
```
BufferedImage image
```
Class org.deeplearning4j.plot.NeuralNetPlotter extends Object implements Serializable

Class org.deeplearning4j.plot.Tsne extends Object implements Serializable

Serialized Fields

maxIter
```
int maxIter
```
realMin
```
double realMin
```
initialMomentum
```
double initialMomentum
```
finalMomentum
```
double finalMomentum
```
minGain
```
double minGain
```
momentum
```
double momentum
```
switchMomentumIteration
```
int switchMomentumIteration
```
normalize
```
boolean normalize
```
usePca
```
boolean usePca
```
stopLyingIteration
```
int stopLyingIteration
```
tolerance
```
double tolerance
```
learningRate
```
double learningRate
```

adaGrad

org.nd4j.linalg.learning.AdaGrad adaGrad

useAdaGrad
```
boolean useAdaGrad
```
perplexity
```
double perplexity
```

gains

org.nd4j.linalg.api.ndarray.INDArray gains

yIncs

org.nd4j.linalg.api.ndarray.INDArray yIncs

y
```
org.nd4j.linalg.api.ndarray.INDArray y
```

Package org.deeplearning4j.plot.iterationlistener
- Class org.deeplearning4j.plot.iterationlistener.NeuralNetPlotterIterationListener extends Object implements Serializable
  - Serialized Fields
    - iterations
```
int iterations
```
    - plotter
```
NeuralNetPlotter plotter
```
    - patchesPerRow
```
int patchesPerRow
```
    - renderFirst
```
boolean renderFirst
```
Package org.deeplearning4j.util
- Class org.deeplearning4j.util.DiskBasedQueue extends Object implements Serializable
  - Serialized Fields
    - dir
```
File dir
```
    - paths
```
Queue<E> paths
```
    - executorService
```
ScheduledExecutorService executorService
```
    - running
```
AtomicBoolean running
```
    - save
```
Queue<E> save
```
- Class org.deeplearning4j.util.Index extends Object implements Serializable
  
  serialVersionUID:
  
  1160629777026141078L
  - Serialized Fields
    - objects
```
Map<K,V> objects
```
    - indexes
```
Map<K,V> indexes
```
- Class org.deeplearning4j.util.MultiDimensionalMap extends Object implements Serializable
  - Serialized Fields
    - backedMap
```
Map<K,V> backedMap
```
- Class org.deeplearning4j.util.StringCluster extends HashMap<String,Map<String,Integer>> implements Serializable
  
  serialVersionUID:
  
  -4120559428585520276L
- Class org.deeplearning4j.util.StringCluster.SizeComparator extends Object implements Serializable
  
  serialVersionUID:
  
  -1390696157208674054L
- Class org.deeplearning4j.util.StringGrid extends ArrayList<List<String>> implements Serializable
  
  serialVersionUID:
  
  4702427632483221813L
  - Serialized Fields
    - sep
```
String sep
```
    - numColumns
```
int numColumns
```
- Class org.deeplearning4j.util.Viterbi extends Object implements Serializable
  - Serialized Fields
    - metaStability
```
double metaStability
```
    - pCorrect
```
double pCorrect
```
    - possibleLabels
```
org.nd4j.linalg.api.ndarray.INDArray possibleLabels
```
    - states
```
int states
```
    - logPCorrect
```
double logPCorrect
```
    - logPIncorrect
```
double logPIncorrect
```
    - logMetaInstability
```
double logMetaInstability
```
    - logOfDiangnalTProb
```
double logOfDiangnalTProb
```
    - logStates
```
double logStates
```

Serialized Form

Package org.deeplearning4j.berkeley

Class org.deeplearning4j.berkeley.Counter extends Object implements Serializable

Serialized Fields

entries

dirty

cacheTotal

mf

deflt

Class org.deeplearning4j.berkeley.CounterMap extends Object implements Serializable

Serialized Fields

mf

counterMap

defltVal

Class org.deeplearning4j.berkeley.MapFactory extends Object implements Serializable

Class org.deeplearning4j.berkeley.MapFactory.HashMapFactory extends MapFactory<K,V> implements Serializable

Class org.deeplearning4j.berkeley.MapFactory.IdentityHashMapFactory extends MapFactory<K,V> implements Serializable

Class org.deeplearning4j.berkeley.MapFactory.TreeMapFactory extends MapFactory<K,V> implements Serializable

Class org.deeplearning4j.berkeley.MapFactory.WeakHashMapFactory extends MapFactory<K,V> implements Serializable

Class org.deeplearning4j.berkeley.Pair extends Object implements Serializable

Serialized Fields

first

second

Class org.deeplearning4j.berkeley.PriorityQueue extends Object implements Serializable

Serialized Fields

size

capacity

elements

priorities

Class org.deeplearning4j.berkeley.Triple extends Object implements Serializable

Serialized Fields

first

second

third

Package org.deeplearning4j.clustering.algorithm

Class org.deeplearning4j.clustering.algorithm.BaseClusteringAlgorithm extends Object implements Serializable

Serialized Fields

clusteringStrategy

iterationHistory

currentIteration

clusterSet

initialPoints

Package org.deeplearning4j.clustering.kdtree

Class org.deeplearning4j.clustering.kdtree.HyperRect extends Object implements Serializable

Serialized Fields

points

Class org.deeplearning4j.clustering.kdtree.KDTree extends Object implements Serializable

Serialized Fields

root

dims

size

rect

Package org.deeplearning4j.clustering.kmeans

Class org.deeplearning4j.clustering.kmeans.KMeansClustering extends BaseClusteringAlgorithm implements Serializable

Package org.deeplearning4j.clustering.quadtree

Class org.deeplearning4j.clustering.quadtree.Cell extends Object implements Serializable

Serialized Fields

x

y

hw

hh

Class org.deeplearning4j.clustering.quadtree.QuadTree extends Object implements Serializable

Serialized Fields

parent

northWest

northEast

southWest

southEast

isLeaf

size

cumSize

boundary

buf

data

centerOfMass

index

Package org.deeplearning4j.clustering.sptree

Class org.deeplearning4j.clustering.sptree.Cell extends Object implements Serializable

Serialized Fields

dimension