Serialized Form (deeplearning4j-core 0.0.1 API)

Package org.deeplearning4j.autoencoder
- Class org.deeplearning4j.autoencoder.DeepAutoEncoder extends Object implements Serializable
  
  serialVersionUID:
  
  -3571832097247806784L
  - Serialized Fields
    - encoder
```
BaseMultiLayerNetwork encoder
```
    - decoder
```
BaseMultiLayerNetwork decoder
```
    - trainingParams
```
Object[] trainingParams
```
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
```
Package org.deeplearning4j.clustering
- Class org.deeplearning4j.clustering.KMeansClustering extends Object implements Serializable
  
  serialVersionUID:
  
  338231277453149972L
  - Serialized Fields
    - counts
```
List<E> counts
```
    - centroids
```
org.jblas.DoubleMatrix centroids
```
    - initFeatures
```
List<E> initFeatures
```
    - clazz
```
Class<T> clazz
```
    - nbCluster
```
Integer nbCluster
```

Package org.deeplearning4j.conf

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

serialVersionUID:: 8267028988938122369L

Serialized Fields

nIns
```
int nIns
```
hiddenLayerSizes
```
int[] hiddenLayerSizes
```
nOuts
```
int nOuts
```
nLayers
```
int nLayers
```
logLayer
```
LogisticRegression logLayer
```

rng

org.apache.commons.math3.random.RandomGenerator rng

dist

org.apache.commons.math3.distribution.RealDistribution dist

momentum
```
double momentum
```
optimizer
```
MultiLayerNetworkOptimizer optimizer
```
activation
```
ActivationFunction activation
```
toDecode
```
boolean toDecode
```
l2
```
double l2
```
shouldInit
```
boolean shouldInit
```
fanIn
```
double fanIn
```
renderWeightsEveryNEpochs
```
int renderWeightsEveryNEpochs
```
useRegularization
```
boolean useRegularization
```
weightTransforms
```
Map<K,V> weightTransforms
```
shouldBackProp
```
boolean shouldBackProp
```
forceNumEpochs
```
boolean forceNumEpochs
```

Package org.deeplearning4j.da
- Class org.deeplearning4j.da.DenoisingAutoEncoder extends BaseNeuralNetwork implements Serializable
  
  serialVersionUID:
  
  -6445530486350763837L
Package org.deeplearning4j.datasets
- Class org.deeplearning4j.datasets.DataSet extends Pair<org.jblas.DoubleMatrix,org.jblas.DoubleMatrix> implements Serializable
  
  serialVersionUID:
  
  1935520764586513365L
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
```
DataSet curr
```
    - totalExamples
```
int totalExamples
```
- Class org.deeplearning4j.datasets.fetchers.IrisDataFetcher extends BaseDataFetcher implements Serializable
- Class org.deeplearning4j.datasets.fetchers.LFWDataFetcher extends BaseDataFetcher implements Serializable
  - Serialized Fields
    - loader
```
LFWLoader loader
```
- Class org.deeplearning4j.datasets.fetchers.MnistDataFetcher extends BaseDataFetcher implements Serializable
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
```
Package org.deeplearning4j.datasets.iterator.impl
- Class org.deeplearning4j.datasets.iterator.impl.IrisDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator extends BaseDatasetIterator implements Serializable
- 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
```
- Class org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator extends BaseDatasetIterator implements Serializable
Package org.deeplearning4j.dbn
- Class org.deeplearning4j.dbn.CDBN extends DBN implements Serializable
  
  serialVersionUID:
  
  3838174630098935941L
- Class org.deeplearning4j.dbn.DBN extends BaseMultiLayerNetwork implements Serializable
  
  serialVersionUID:
  
  -9068772752220902983L
Package org.deeplearning4j.distancefunction
- Class org.deeplearning4j.distancefunction.BaseDistanceFunction extends Object implements Serializable
  
  serialVersionUID:
  
  5462280593045742751L
  - Serialized Fields
    - base
```
org.jblas.DoubleMatrix base
```
- Class org.deeplearning4j.distancefunction.CosineSimilarity extends BaseDistanceFunction implements Serializable
  
  serialVersionUID:
  
  3272217249919443730L
- Class org.deeplearning4j.distancefunction.EuclideanDistance extends BaseDistanceFunction implements Serializable
  
  serialVersionUID:
  
  -8043867712569910917L
- Class org.deeplearning4j.distancefunction.ManhattanDistance extends BaseDistanceFunction implements Serializable
  
  serialVersionUID:
  
  -2421779223755051432L
Package org.deeplearning4j.exception
- Class org.deeplearning4j.exception.DeepLearningException extends Exception implements Serializable
  
  serialVersionUID:
  
  -7973589163269627293L
Package org.deeplearning4j.nn
- Class org.deeplearning4j.nn.BaseMultiLayerNetwork extends Object implements Serializable
  
  serialVersionUID:
  
  -5029161847383716484L
  - Serialized Fields
    - nIns
```
int nIns
```
    - hiddenLayerSizes
```
int[] hiddenLayerSizes
```
    - nOuts
```
int nOuts
```
    - nLayers
```
int nLayers
```
    - sigmoidLayers
```
HiddenLayer[] sigmoidLayers
```
    - logLayer
```
LogisticRegression logLayer
```
    - rng
```
org.apache.commons.math3.random.RandomGenerator rng
```
    - dist
```
org.apache.commons.math3.distribution.RealDistribution dist
```
    - momentum
```
double momentum
```
    - input
```
org.jblas.DoubleMatrix input
```
    - labels
```
org.jblas.DoubleMatrix labels
```
    - optimizer
```
MultiLayerNetworkOptimizer optimizer
```
    - activation
```
ActivationFunction activation
```
    - toDecode
```
boolean toDecode
```
    - l2
```
double l2
```
    - shouldInit
```
boolean shouldInit
```
    - fanIn
```
double fanIn
```
    - renderWeightsEveryNEpochs
```
int renderWeightsEveryNEpochs
```
    - useRegularization
```
boolean useRegularization
```
    - weightTransforms
```
Map<K,V> weightTransforms
```
    - shouldBackProp
```
boolean shouldBackProp
```
    - forceNumEpochs
```
boolean forceNumEpochs
```
    - sparsity
```
double sparsity
```
    - columnSums
```
org.jblas.DoubleMatrix columnSums
```
    - columnMeans
```
org.jblas.DoubleMatrix columnMeans
```
    - columnStds
```
org.jblas.DoubleMatrix columnStds
```
    - learningRateUpdate
```
double learningRateUpdate
```
    - layers
```
NeuralNetwork[] layers
```
    - errorTolerance
```
double errorTolerance
```
- Class org.deeplearning4j.nn.BaseNeuralNetwork extends Object implements Serializable
  
  serialVersionUID:
  
  -7074102204433996574L
  - Serialized Fields
    - nVisible
```
int nVisible
```
    - nHidden
```
int nHidden
```
      Number of hidden units One tip with this is usually having more hidden units than inputs (read: input rows here) will typically cause terrible overfitting. Another rule worthy of note: more training data typically results in more redundant data. It is usually a better idea to use a smaller number of hidden units.
    - W
```
org.jblas.DoubleMatrix W
```
    - hBias
```
org.jblas.DoubleMatrix hBias
```
    - vBias
```
org.jblas.DoubleMatrix vBias
```
    - rng
```
org.apache.commons.math3.random.RandomGenerator rng
```
    - input
```
org.jblas.DoubleMatrix input
```
    - sparsity
```
double sparsity
```
    - momentum
```
double momentum
```
    - l2
```
double l2
```
    - renderWeightsEveryNumEpochs
```
int renderWeightsEveryNumEpochs
```
    - fanIn
```
double fanIn
```
    - useRegularization
```
boolean useRegularization
```
- Class org.deeplearning4j.nn.HiddenLayer extends Object implements Serializable
  
  serialVersionUID:
  
  915783367350830495L
  - Serialized Fields
    - nIn
```
int nIn
```
    - nOut
```
int nOut
```
    - W
```
org.jblas.DoubleMatrix W
```
    - b
```
org.jblas.DoubleMatrix b
```
    - rng
```
org.apache.commons.math3.random.RandomGenerator rng
```
    - input
```
org.jblas.DoubleMatrix input
```
    - activationFunction
```
ActivationFunction activationFunction
```
- Class org.deeplearning4j.nn.LogisticRegression extends Object implements Serializable
  
  serialVersionUID:
  
  -7065564817460914364L
  - Serialized Fields
    - nIn
```
int nIn
```
    - nOut
```
int nOut
```
    - input
```
org.jblas.DoubleMatrix input
```
    - labels
```
org.jblas.DoubleMatrix labels
```
    - W
```
org.jblas.DoubleMatrix W
```
    - b
```
org.jblas.DoubleMatrix b
```
    - l2
```
double l2
```
    - useRegularization
```
boolean useRegularization
```
- Class org.deeplearning4j.nn.LogisticRegressionGradient extends Object implements Serializable
  
  serialVersionUID:
  
  -2843336269630396562L
  - Serialized Fields
    - wGradient
```
org.jblas.DoubleMatrix wGradient
```
    - bGradient
```
org.jblas.DoubleMatrix bGradient
```
- Class org.deeplearning4j.nn.NeuralNetworkGradient extends Object implements Serializable
  
  serialVersionUID:
  
  5611230066214840732L
  - Serialized Fields
    - wGradient
```
org.jblas.DoubleMatrix wGradient
```
    - vBiasGradient
```
org.jblas.DoubleMatrix vBiasGradient
```
    - hBiasGradient
```
org.jblas.DoubleMatrix hBiasGradient
```
Package org.deeplearning4j.nn.activation
- Class org.deeplearning4j.nn.activation.HardTanh extends Object implements Serializable
  
  serialVersionUID:
  
  -8484119406683594852L
- Class org.deeplearning4j.nn.activation.Sigmoid extends Object implements Serializable
  
  serialVersionUID:
  
  -6280602270833101092L
- Class org.deeplearning4j.nn.activation.Tanh extends Object implements Serializable
  
  serialVersionUID:
  
  4499150153988528321L
Package org.deeplearning4j.optimize
- Class org.deeplearning4j.optimize.LogisticRegressionOptimizer extends Object implements Serializable
  
  serialVersionUID:
  
  5229426347154854746L
  - Serialized Fields
    - logReg
```
LogisticRegression logReg
```
    - lr
```
double lr
```
- Class org.deeplearning4j.optimize.MultiLayerNetworkOptimizer extends Object implements Serializable
  
  serialVersionUID:
  
  -3012638773299331828L
  - Serialized Fields
    - network
```
BaseMultiLayerNetwork network
```
    - lr
```
double lr
```
- Class org.deeplearning4j.optimize.NeuralNetworkOptimizer extends Object implements Serializable
  
  serialVersionUID:
  
  4455143696487934647L
  - Serialized Fields
    - network
```
BaseNeuralNetwork network
```
    - lr
```
double lr
```
    - extraParams
```
Object[] extraParams
```
    - tolerance
```
double tolerance
```
    - errors
```
List<E> errors
```
    - minLearningRate
```
double minLearningRate
```
Package org.deeplearning4j.rbm
- Class org.deeplearning4j.rbm.CRBM extends RBM implements Serializable
  
  serialVersionUID:
  
  598767790003731193L
- Class org.deeplearning4j.rbm.RBM extends BaseNeuralNetwork implements Serializable
  
  serialVersionUID:
  
  6189188205731511957L
  - Serialized Fields
    - optimizer
```
NeuralNetworkOptimizer optimizer
```
- Class org.deeplearning4j.rbm.RBMOptimizer extends NeuralNetworkOptimizer implements Serializable
  
  serialVersionUID:
  
  3676032651650426749L
  - Serialized Fields
    - k
```
int k
```
    - numTimesIterated
```
int numTimesIterated
```
Package org.deeplearning4j.rng
- Class org.deeplearning4j.rng.SynchronizedRandomGenerator extends Object implements Serializable
  - Serialized Fields
    - wrapped
```
org.apache.commons.math3.random.RandomGenerator wrapped
```
      Object to which all calls will be delegated.
Package org.deeplearning4j.sda
- Class org.deeplearning4j.sda.DenoisingAutoEncoderOptimizer extends NeuralNetworkOptimizer implements Serializable
  
  serialVersionUID:
  
  1815627091142129009L
- Class org.deeplearning4j.sda.StackedDenoisingAutoEncoder extends BaseMultiLayerNetwork implements Serializable
  
  serialVersionUID:
  
  1448581794985193009L
Package org.deeplearning4j.transformation
- Class org.deeplearning4j.transformation.Add extends Object implements Serializable
  
  serialVersionUID:
  
  9110741122587233634L
- Class org.deeplearning4j.transformation.AddScalar extends ScalarMatrixTransform implements Serializable
  
  serialVersionUID:
  
  -3327232631316515992L
- Class org.deeplearning4j.transformation.Divide extends Object implements Serializable
  
  serialVersionUID:
  
  3527150246619487854L
- Class org.deeplearning4j.transformation.ExpTransform extends Object implements Serializable
  
  serialVersionUID:
  
  5544429281399904369L
- Class org.deeplearning4j.transformation.LogTransform extends Object implements Serializable
  
  serialVersionUID:
  
  8144081928477158772L
- Class org.deeplearning4j.transformation.Multiply extends Object implements Serializable
  
  serialVersionUID:
  
  6270130254778514061L
- Class org.deeplearning4j.transformation.MultiplyScalar extends ScalarMatrixTransform implements Serializable
  
  serialVersionUID:
  
  -6775591578587002601L
- Class org.deeplearning4j.transformation.PowScale extends ScalarMatrixTransform implements Serializable
  
  serialVersionUID:
  
  170216110009564940L
- Class org.deeplearning4j.transformation.ScalarMatrixTransform extends Object implements Serializable
  
  serialVersionUID:
  
  -2491009087533310977L
  - Serialized Fields
    - scaleBy
```
double scaleBy
```
- Class org.deeplearning4j.transformation.SqrtScalar extends Object implements Serializable
  
  serialVersionUID:
  
  6829106644052110114L
- Class org.deeplearning4j.transformation.Subtract extends Object implements Serializable
  
  serialVersionUID:
  
  -604699802899787537L
- Class org.deeplearning4j.transformation.SubtractScalar extends ScalarMatrixTransform implements Serializable
  
  serialVersionUID:
  
  -5343280138416085068L

Serialized Form

Package org.deeplearning4j.autoencoder

Class org.deeplearning4j.autoencoder.DeepAutoEncoder extends Object implements Serializable

Serialized Fields

encoder

decoder

trainingParams

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

Package org.deeplearning4j.clustering

Class org.deeplearning4j.clustering.KMeansClustering extends Object implements Serializable

Serialized Fields

counts

centroids

initFeatures

clazz

nbCluster

Package org.deeplearning4j.conf

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

Serialized Fields

nIns

hiddenLayerSizes

nOuts

nLayers

logLayer

rng

dist

momentum

optimizer

activation

toDecode

l2

shouldInit

fanIn

renderWeightsEveryNEpochs

useRegularization

weightTransforms

shouldBackProp

forceNumEpochs

Package org.deeplearning4j.da

Class org.deeplearning4j.da.DenoisingAutoEncoder extends BaseNeuralNetwork implements Serializable

Package org.deeplearning4j.datasets

Class org.deeplearning4j.datasets.DataSet extends Pair<org.jblas.DoubleMatrix,org.jblas.DoubleMatrix> implements Serializable

Package org.deeplearning4j.datasets.fetchers

Class org.deeplearning4j.datasets.fetchers.BaseDataFetcher extends Object implements Serializable

Serialized Fields

cursor

numOutcomes

inputColumns

curr

totalExamples

Class org.deeplearning4j.datasets.fetchers.IrisDataFetcher extends BaseDataFetcher implements Serializable

Class org.deeplearning4j.datasets.fetchers.LFWDataFetcher extends BaseDataFetcher implements Serializable

Serialized Fields