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A
adapt()
- Method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Adapt.
addPerformanceHistoryEntry(double)
- Method in class com.marmoush.jann.train.
Train
B
backPropagate(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Back propagate.
BATCH_DOTPROD
- Static variable in interface com.marmoush.jann.utils.functors.
IWeight
The Constant DOTPROD.
batchDotprod(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
WeightUtils
batchDotprod(DoubleMatrix, DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
WeightUtils
batchFeatureMapping(DoubleMatrix, int, int, int)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
batchLinRgr(SvLayer, DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TrainUtils
batchLinRgrGd(DoubleMatrix, DoubleMatrix, DoubleMatrix, double)
- Static method in class com.marmoush.jann.utils.
TrainUtils
batchMtrxToColVecsList(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
bpff(List<? extends Layer>, NeuralDirectedGraph)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Bpff.
C
clearConnections()
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
Clear connections.
colVecsList2BatchMtrx(List<DoubleMatrix>)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
com.marmoush.jann
- package com.marmoush.jann
com.marmoush.jann.model.regression
- package com.marmoush.jann.model.regression
com.marmoush.jann.model.regression.linear
- package com.marmoush.jann.model.regression.linear
com.marmoush.jann.neuralgraph
- package com.marmoush.jann.neuralgraph
com.marmoush.jann.plot
- package com.marmoush.jann.plot
com.marmoush.jann.sv
- package com.marmoush.jann.sv
com.marmoush.jann.sv.bp
- package com.marmoush.jann.sv.bp
com.marmoush.jann.train
- package com.marmoush.jann.train
com.marmoush.jann.utils
- package com.marmoush.jann.utils
com.marmoush.jann.utils.functors
- package com.marmoush.jann.utils.functors
COMPET
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant COMPET.
compet(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Compet.
connectLayersAsFF()
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
Connect layers as ff.
create(int, int...)
- Static method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Creates the.
D
deltaRuleBp(DoubleMatrix, DoubleMatrix, DoubleMatrix, double)
- Static method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Delta rule bp.
DOTPROD
- Static variable in interface com.marmoush.jann.utils.functors.
IWeight
The Constant DOTPROD.
dotprod(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
WeightUtils
dotprod(DoubleMatrix, DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
WeightUtils
Dotprod.
E
end(String, int)
- Method in class com.marmoush.jann.train.
Train
End.
EPOCHS_REACHED
- Static variable in class com.marmoush.jann.train.
Train
The Constant EPOCHS_REACHED.
equals(Object)
- Method in interface com.marmoush.jann.
ILayer
Equals.
equals(Object)
- Method in class com.marmoush.jann.
Layer
equals(Object)
- Method in class com.marmoush.jann.sv.
SvLayer
equals(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
F
featureMapping(double, double, int)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
featureMapping(DoubleMatrix, int, int, int)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
featureScalingByAvrg(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
featureScalingBySTD(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
FeedForwardSvNet
- Class in
com.marmoush.jann.model.regression
The Class FeedForwardSvNet.
FeedForwardSvNet(int, IWeight, ITransfere, IPerformance, int...)
- Constructor for class com.marmoush.jann.model.regression.
FeedForwardSvNet
Instantiates a new feed forward sv net.
G
getAllLayersNumOfNeurons()
- Method in interface com.marmoush.jann.neuralgraph.
INeuralDirectedGraphable
Gets the all layers num of neurons.
getAllLayersNumOfNeurons()
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
getBias()
- Method in interface com.marmoush.jann.
ILayer
Gets the bias.
getBias()
- Method in class com.marmoush.jann.
Layer
getError()
- Method in class com.marmoush.jann.sv.
SvLayer
Gets the error.
getInput()
- Method in interface com.marmoush.jann.
ILayer
Gets the input.
getInput()
- Method in class com.marmoush.jann.
Layer
getInputLayer()
- Method in class com.marmoush.jann.model.regression.
FeedForwardSvNet
Gets the input layer.
getInputLength(int)
- Method in interface com.marmoush.jann.neuralgraph.
INeuralDirectedGraphable
Gets the input length.
getInputLength(int)
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
getInputsConcatenatedForLayer(int)
- Method in class com.marmoush.jann.sv.
SvNeuralNetwork
Gets the inputs concatenated for layer.
getInputsConcatenatedForLayer(int, List<? extends Layer>, NeuralDirectedGraph)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Gets the inputs concatenated for layer.
getLayerNumOfNeurons(int)
- Method in interface com.marmoush.jann.neuralgraph.
INeuralDirectedGraphable
Gets the layer num of neurons.
getLayerNumOfNeurons(int)
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
getLearnRate()
- Method in class com.marmoush.jann.sv.
SvLayer
Gets the learn rate.
getMaxEpochs()
- Method in class com.marmoush.jann.train.
Train
getNetSum()
- Method in interface com.marmoush.jann.
ILayer
Gets the net sum.
getNetSum()
- Method in class com.marmoush.jann.
Layer
getNeuralGraph()
- Method in class com.marmoush.jann.
NeuralNetwork
Gets the neural graph.
getNeuralGraph()
- Method in class com.marmoush.jann.sv.
SvNeuralNetwork
Gets the neural graph.
getNumFeaturesMapped(int)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
getNumOfLayers()
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
Gets the num of layers.
getOutput()
- Method in interface com.marmoush.jann.
ILayer
Gets the output.
getOutput()
- Method in class com.marmoush.jann.
Layer
getOutputLayer()
- Method in class com.marmoush.jann.model.regression.
FeedForwardSvNet
Gets the output layer.
getPerformance()
- Method in class com.marmoush.jann.sv.
SvLayer
Gets the performance.
getPerformancefnctr()
- Method in class com.marmoush.jann.sv.
SvLayer
Gets the performancefnctr.
getPerformanceGoal()
- Method in class com.marmoush.jann.train.
Train
getPerformanceHistory()
- Method in class com.marmoush.jann.train.
Train
getPredecessorsOf(int)
- Method in interface com.marmoush.jann.neuralgraph.
INeuralDirectedGraphable
Gets the predecessors of.
getPredecessorsOf(int)
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
getSize(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
getSuccessorsOf(int)
- Method in interface com.marmoush.jann.neuralgraph.
INeuralDirectedGraphable
Gets the successors of.
getSuccessorsOf(int)
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
getTarget()
- Method in class com.marmoush.jann.sv.
SvLayer
Gets the target.
getTheta()
- Method in interface com.marmoush.jann.
ILayer
Gets the theta.
getTheta()
- Method in class com.marmoush.jann.
Layer
getTimeLimit()
- Method in class com.marmoush.jann.train.
Train
getTransfereFnctr()
- Method in interface com.marmoush.jann.
ILayer
Gets the transfere fnctr.
getTransfereFnctr()
- Method in class com.marmoush.jann.
Layer
getWeight()
- Method in interface com.marmoush.jann.
ILayer
Gets the weight.
getWeight()
- Method in class com.marmoush.jann.
Layer
getWeightFnctr()
- Method in interface com.marmoush.jann.
ILayer
Gets the weight fnctr.
getWeightFnctr()
- Method in class com.marmoush.jann.
Layer
H
HARDLIM
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant HARDLIM.
hardlim(DoubleMatrix, double)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Hardlim.
HARDLIMS
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant HARDLIMS.
hardlims(DoubleMatrix, double)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Hardlims.
hashCode()
- Method in interface com.marmoush.jann.
ILayer
Hash code.
hashCode()
- Method in class com.marmoush.jann.
Layer
hashCode()
- Method in class com.marmoush.jann.sv.
SvLayer
I
IFillableLayer
- Interface in
com.marmoush.jann
The Interface IFillableLayer.
IFunctionable
- Interface in
com.marmoush.jann.utils.functors
The Interface IFunctionable.
ILayer
- Interface in
com.marmoush.jann
The Interface ILayer.
INeuralDirectedGraphable
- Interface in
com.marmoush.jann.neuralgraph
The Interface INeuralDirectedGraphable.
init(int, IWeight, ITransfere, IPerformance, int...)
- Method in class com.marmoush.jann.model.regression.
FeedForwardSvNet
Inits the.
init(INeuralDirectedGraphable)
- Method in class com.marmoush.jann.
NeuralNetwork
Inits the.
init(NeuralDirectedGraph)
- Method in class com.marmoush.jann.sv.
SvNeuralNetwork
Inits the.
InputUtils
- Class in
com.marmoush.jann.utils
The Class InputUtils.
InputUtils()
- Constructor for class com.marmoush.jann.utils.
InputUtils
inv(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
IPerformance
- Interface in
com.marmoush.jann.utils.functors
The Interface IPerformance.
isBiased()
- Method in interface com.marmoush.jann.
ILayer
isBiased()
- Method in class com.marmoush.jann.
Layer
isInputOnlyLayer()
- Method in interface com.marmoush.jann.
ILayer
Checks if is input only layer.
isInputOnlyLayer()
- Method in class com.marmoush.jann.
Layer
ITransfere
- Interface in
com.marmoush.jann.utils.functors
The Interface ITransfere.
IWeight
- Interface in
com.marmoush.jann.utils.functors
The Interface IWeight.
L
Layer
- Class in
com.marmoush.jann
The Class Layer.
Layer()
- Constructor for class com.marmoush.jann.
Layer
Instantiates a new layer.
Layer(int, int, boolean)
- Constructor for class com.marmoush.jann.
Layer
Instantiates a new layer.
LinearRegression
- Class in
com.marmoush.jann.model.regression.linear
LinearRegression(DoubleMatrix, DoubleMatrix, boolean)
- Constructor for class com.marmoush.jann.model.regression.linear.
LinearRegression
LinearRegression(List<DoubleMatrix>, List<DoubleMatrix>, boolean)
- Constructor for class com.marmoush.jann.model.regression.linear.
LinearRegression
linRgrCost(DoubleMatrix, DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
PerformanceUtils
linRgrCost(DoubleMatrix, DoubleMatrix, DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
PerformanceUtils
LOGSIG
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant LOGSIG.
logsig(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Logsig.
LOGSIGDIFF
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant LOGSIGDIFF.
logsigDiff(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Logsig diff.
M
MACHEPS
- Static variable in class com.marmoush.jann.utils.
MatrixUtils
The difference between 1 and the smallest exactly representable number greater than one.
MAE
- Static variable in interface com.marmoush.jann.utils.functors.
IPerformance
The Constant MAE.
mae(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
PerformanceUtils
Mae.
MatrixUtils
- Class in
com.marmoush.jann.utils
The Class MatrixUtils.
MatrixUtils()
- Constructor for class com.marmoush.jann.utils.
MatrixUtils
measurePerformance(DoubleMatrix)
- Method in interface com.marmoush.jann.utils.functors.
IPerformance
Measure performance.
MSE
- Static variable in interface com.marmoush.jann.utils.functors.
IPerformance
The Constant MSE.
mse(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
PerformanceUtils
Mse.
N
netBackpropagate(DoubleMatrix)
- Method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Net backpropagate.
NetworkUtils
- Class in
com.marmoush.jann.utils
The Class NetworkUtils.
NetworkUtils()
- Constructor for class com.marmoush.jann.utils.
NetworkUtils
NeuralDirectedGraph
- Class in
com.marmoush.jann.neuralgraph
The Class NeuralDirectedGraph.
NeuralDirectedGraph()
- Constructor for class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
Instantiates a new neural directed graph.
NeuralDirectedGraph(int...)
- Constructor for class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
Instantiates a new neural directed graph.
NeuralDirectedGraph(List<Integer>)
- Constructor for class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
Instantiates a new neural directed graph.
NeuralNetwork
- Class in
com.marmoush.jann
The Class NeuralNetwork.
NeuralNetwork()
- Constructor for class com.marmoush.jann.
NeuralNetwork
Instantiates a new neural network.
NeuralNetwork(Collection<? extends Layer>)
- Constructor for class com.marmoush.jann.
NeuralNetwork
Instantiates a new neural network.
NeuralNetwork(INeuralDirectedGraphable)
- Constructor for class com.marmoush.jann.
NeuralNetwork
Instantiates a new neural network.
NeuralNetwork(int)
- Constructor for class com.marmoush.jann.
NeuralNetwork
Instantiates a new neural network.
NNFeedForwardBPNet
- Class in
com.marmoush.jann.sv.bp
The Class NNFeedForwardBPNet.
NNFeedForwardBPNet()
- Constructor for class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Instantiates a new nN feed forward bp net.
NNFeedForwardBPNet(Collection<? extends SvLayer>)
- Constructor for class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Instantiates a new nN feed forward bp net.
NNFeedForwardBPNet(int)
- Constructor for class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Instantiates a new nN feed forward bp net.
normalEqInv(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TrainUtils
normalEqPinv(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TrainUtils
P
PERFORMANCE_REACHED
- Static variable in class com.marmoush.jann.train.
Train
The Constant PERFORMANCE_REACHED.
PerformanceUtils
- Class in
com.marmoush.jann.utils
The Class PerformanceUtils.
PerformanceUtils()
- Constructor for class com.marmoush.jann.utils.
PerformanceUtils
pinv(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Computes the Moore–Penrose pseudoinverse using the SVD method.
Plot
- Class in
com.marmoush.jann.plot
Plot()
- Constructor for class com.marmoush.jann.plot.
Plot
POSLIN
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant POSLIN.
poslin(DoubleMatrix, double)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Poslin.
print(boolean, DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
print(boolean, List<DoubleMatrix>)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
print(String[], boolean, DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
printSize(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
printSize(DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
PURELIN
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant PURELIN.
purelin(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Purelin.
R
randomMatrix(int, int, double, double)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Random matrix.
randomMatrixFloor(int, int, int, int)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Random matrix floor.
rank(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
rankEff(DoubleMatrix, DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
round(DoubleMatrix, int)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
run()
- Method in class com.marmoush.jann.train.
Train
S
SATLIN
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant SATLIN.
satlin(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Satlin.
SATLINS
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant SATLINS.
satlins(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Satlins.
setAllLayersNumOfNeurons(List<Integer>)
- Method in interface com.marmoush.jann.neuralgraph.
INeuralDirectedGraphable
Sets the all layers num of neurons.
setAllLayersNumOfNeurons(List<Integer>)
- Method in class com.marmoush.jann.neuralgraph.
NeuralDirectedGraph
setBias(DoubleMatrix)
- Method in interface com.marmoush.jann.
ILayer
Sets the bias.
setBias(DoubleMatrix)
- Method in class com.marmoush.jann.
Layer
setBiased(boolean)
- Method in class com.marmoush.jann.
Layer
setError(DoubleMatrix)
- Method in class com.marmoush.jann.sv.
SvLayer
Sets the error.
setFill(double, DoubleMatrix...)
- Method in interface com.marmoush.jann.
IFillableLayer
Sets the fill.
setFill(double, DoubleMatrix...)
- Method in interface com.marmoush.jann.
ILayer
setFill(double, DoubleMatrix...)
- Method in class com.marmoush.jann.
Layer
setFill(List<? extends Layer>, double)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Sets the fill.
setFillLearnRate(List<? extends SvLayer>, double)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Sets the fill learn rate.
setFillRandom(DoubleMatrix...)
- Method in interface com.marmoush.jann.
IFillableLayer
Sets the fill random.
setFillRandom(DoubleMatrix...)
- Method in interface com.marmoush.jann.
ILayer
setFillRandom(DoubleMatrix...)
- Method in class com.marmoush.jann.
Layer
setFillRandom(DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Sets the fill random.
setFillRandom(List<? extends Layer>)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Sets the fill random.
setFillRandomFloor(DoubleMatrix...)
- Method in interface com.marmoush.jann.
IFillableLayer
Sets the fill random floor.
setFillRandomFloor(DoubleMatrix...)
- Method in class com.marmoush.jann.
Layer
setFillRandomFloor(DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Sets the fill random floor.
setFillRandomFloor(List<? extends Layer>)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Sets the fill random floor.
setFillRandomMinMax(double, double, DoubleMatrix...)
- Method in interface com.marmoush.jann.
IFillableLayer
Sets the fill random min max.
setFillRandomMinMax(double, double, DoubleMatrix...)
- Method in class com.marmoush.jann.
Layer
setFillRandomMinMax(double, double, DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Sets the fill random min max.
setFillRandomMinMax(List<? extends Layer>, double, double)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Sets the fill random min max.
setFillRandomMinMaxFloor(int, int, DoubleMatrix...)
- Method in interface com.marmoush.jann.
IFillableLayer
Sets the fill random min max floor.
setFillRandomMinMaxFloor(int, int, DoubleMatrix...)
- Method in class com.marmoush.jann.
Layer
setFillRandomMinMaxFloor(int, int, DoubleMatrix...)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
Sets the fill random min max floor.
setFillRandomMinMaxFloor(List<? extends Layer>, int, int)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Sets the fill random min max floor.
setInput(DoubleMatrix)
- Method in interface com.marmoush.jann.
ILayer
Sets the input.
setInput(DoubleMatrix)
- Method in class com.marmoush.jann.
Layer
setInput(DoubleMatrix)
- Method in class com.marmoush.jann.model.regression.
FeedForwardSvNet
Sets the input.
setInputOnlyLayer(boolean)
- Method in class com.marmoush.jann.
Layer
setLearnRate(double)
- Method in class com.marmoush.jann.sv.
SvLayer
Sets the learn rate.
setMaxEpochs(int)
- Method in class com.marmoush.jann.train.
Train
setNetSum(DoubleMatrix)
- Method in interface com.marmoush.jann.
ILayer
Sets the net sum.
setNetSum(DoubleMatrix)
- Method in class com.marmoush.jann.
Layer
setNeuralGraph(NeuralDirectedGraph)
- Method in class com.marmoush.jann.
NeuralNetwork
Sets the neural graph.
setNeuralGraph(NeuralDirectedGraph)
- Method in class com.marmoush.jann.sv.
SvNeuralNetwork
Sets the neural graph.
setOutput(DoubleMatrix)
- Method in interface com.marmoush.jann.
ILayer
Sets the output.
setOutput(DoubleMatrix)
- Method in class com.marmoush.jann.
Layer
setPerformance(double)
- Method in class com.marmoush.jann.sv.
SvLayer
Sets the performance.
setPerformancefnctr(IPerformance)
- Method in class com.marmoush.jann.sv.
SvLayer
Sets the performancefnctr.
setPerformanceGoal(double)
- Method in class com.marmoush.jann.train.
Train
setPerformanceHistory(List<Double>)
- Method in class com.marmoush.jann.train.
Train
setTarget(DoubleMatrix)
- Method in class com.marmoush.jann.model.regression.
FeedForwardSvNet
Sets the target.
setTarget(DoubleMatrix)
- Method in class com.marmoush.jann.sv.
SvLayer
Sets the target.
setTheta(double)
- Method in interface com.marmoush.jann.
ILayer
Sets the theta.
setTheta(double)
- Method in class com.marmoush.jann.
Layer
setTimeLimit(long)
- Method in class com.marmoush.jann.train.
Train
setTransfereFnctr(ITransfere)
- Method in interface com.marmoush.jann.
ILayer
Sets the transfere fnctr.
setTransfereFnctr(ITransfere)
- Method in class com.marmoush.jann.
Layer
setWeight(DoubleMatrix)
- Method in interface com.marmoush.jann.
ILayer
Sets the weight.
setWeight(DoubleMatrix)
- Method in class com.marmoush.jann.
Layer
setWeightFnctr(IWeight)
- Method in interface com.marmoush.jann.
ILayer
Sets the weight fnctr.
setWeightFnctr(IWeight)
- Method in class com.marmoush.jann.
Layer
sim(DoubleMatrix)
- Method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Sim.
simulate()
- Method in interface com.marmoush.jann.
ILayer
Simulate.
simulate()
- Method in class com.marmoush.jann.
Layer
simulate()
- Method in class com.marmoush.jann.
NeuralNetwork
Simulate.
simulate()
- Method in class com.marmoush.jann.sv.
SvLayer
simulate()
- Method in class com.marmoush.jann.sv.
SvNeuralNetwork
Simulate.
simulate(List<? extends Layer>, NeuralDirectedGraph)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Simulate.
SSE
- Static variable in interface com.marmoush.jann.utils.functors.
IPerformance
The Constant SSE.
sse(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
PerformanceUtils
Sse.
standardDeviation(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
MatrixUtils
start()
- Method in class com.marmoush.jann.train.
Train
Start.
stochasticLinRgr(SvLayer, List<DoubleMatrix>, List<DoubleMatrix>)
- Static method in class com.marmoush.jann.utils.
TrainUtils
SvLayer
- Class in
com.marmoush.jann.sv
The Class SvLayer.
SvLayer()
- Constructor for class com.marmoush.jann.sv.
SvLayer
Instantiates a new sv layer.
SvLayer(int, int, boolean)
- Constructor for class com.marmoush.jann.sv.
SvLayer
Instantiates a new sv layer.
SvNeuralNetwork
- Class in
com.marmoush.jann.sv
The Class SvNeuralNetwork.
SvNeuralNetwork()
- Constructor for class com.marmoush.jann.sv.
SvNeuralNetwork
Instantiates a new sv neural network.
SvNeuralNetwork(Collection<? extends SvLayer>)
- Constructor for class com.marmoush.jann.sv.
SvNeuralNetwork
Instantiates a new sv neural network.
SvNeuralNetwork(int)
- Constructor for class com.marmoush.jann.sv.
SvNeuralNetwork
Instantiates a new sv neural network.
SvNeuralNetwork(NeuralDirectedGraph)
- Constructor for class com.marmoush.jann.sv.
SvNeuralNetwork
Instantiates a new sv neural network.
T
TANSIG
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant TANSIG.
tansig(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Tansig.
TANSIGDIFF
- Static variable in interface com.marmoush.jann.utils.functors.
ITransfere
The Constant TANSIGDIFF.
tansigDiff(DoubleMatrix)
- Static method in class com.marmoush.jann.utils.
TransfereUtils
Tansig diff.
TIME_LIM_REACHED
- Static variable in class com.marmoush.jann.train.
Train
The Constant TIME_LIM_REACHED.
toString()
- Method in interface com.marmoush.jann.
ILayer
To string.
toString()
- Method in class com.marmoush.jann.
Layer
toString()
- Method in class com.marmoush.jann.
NeuralNetwork
toString()
- Method in class com.marmoush.jann.sv.
SvLayer
toString()
- Method in class com.marmoush.jann.sv.
SvNeuralNetwork
toString()
- Method in class com.marmoush.jann.train.
Train
toString()
- Method in interface com.marmoush.jann.utils.functors.
IFunctionable
To string.
Train
- Class in
com.marmoush.jann.train
The Class TrainResult.
Train()
- Constructor for class com.marmoush.jann.train.
Train
Train(int, double, long)
- Constructor for class com.marmoush.jann.train.
Train
train()
- Method in class com.marmoush.jann.train.
Train
trainOnce(DoubleMatrix, DoubleMatrix)
- Method in class com.marmoush.jann.sv.bp.
NNFeedForwardBPNet
Train once.
TrainSvBPFF
- Class in
com.marmoush.jann.train
The Class TrainSvBPFF.
TrainSvBPFF()
- Constructor for class com.marmoush.jann.train.
TrainSvBPFF
TrainUtils
- Class in
com.marmoush.jann.utils
The Class TrainUtils.
TrainUtils()
- Constructor for class com.marmoush.jann.utils.
TrainUtils
transfere(ILayer)
- Method in interface com.marmoush.jann.utils.functors.
ITransfere
Transfere.
TransfereUtils
- Class in
com.marmoush.jann.utils
The Class TransfereUtils.
TransfereUtils()
- Constructor for class com.marmoush.jann.utils.
TransfereUtils
U
updateError()
- Method in class com.marmoush.jann.sv.
SvLayer
Update error.
updateNetSum()
- Method in interface com.marmoush.jann.
ILayer
Update net sum.
updateNetSum()
- Method in class com.marmoush.jann.
Layer
updateNetworkInput(List<? extends Layer>, NeuralDirectedGraph)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Update network input.
updateNetworkNetsum(List<? extends Layer>)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Update network netsum.
updateNetworkOutput(List<? extends Layer>)
- Static method in class com.marmoush.jann.utils.
NetworkUtils
Update network output.
updateOutput()
- Method in interface com.marmoush.jann.
ILayer
Update output.
updateOutput()
- Method in class com.marmoush.jann.
Layer
updatePerformance()
- Method in class com.marmoush.jann.sv.
SvLayer
Update performance.
W
weightFn(ILayer)
- Method in interface com.marmoush.jann.utils.functors.
IWeight
Weight fn.
WeightUtils
- Class in
com.marmoush.jann.utils
The Class WeightUtils.
WeightUtils()
- Constructor for class com.marmoush.jann.utils.
WeightUtils
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