Full index

Package indexes


a c d g i l o p r s t u _
a
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activate
ANN_Layer::activate() in ANN_Layer.php
activate
ANN_Network::activate() in ANN_Network.php
activate
ANN_Neuron::activate() in ANN_Neuron.php
adjustLearningRate
Adjusting learning rate dynamically
adjustLearningRateMinus
adjustLearningRatePlus
adjustWeights
adjustWeights
ANN_Neuron::adjustWeights() in ANN_Neuron.php
ALGORITHM_BACKPROPAGATION
Back propagation (default)
ALGORITHM_ILR
ANN_Network::ALGORITHM_ILR in ANN_Network.php
Individual learning rate (EXPERIMENTAL)
ALGORITHM_IRPROPMINUS
iRProp- (EXPERIMENTAL)
ALGORITHM_IRPROPPLUS
iRProp+ (EXPERIMENTAL)
ALGORITHM_QUICKPROP
Quick propagation (EXPERIMENTAL)
ALGORITHM_RPROP
ANN_Network::ALGORITHM_RPROP in ANN_Network.php
RProp (EXPERIMENTAL)
ALGORITHM_RPROPMINUS
RProp- (EXPERIMENTAL)
ALGORITHM_RPROPPLUS
RProp+ (EXPERIMENTAL)
ANN_Exception
ANN_Exception in ANN_Exception.php
Exception
ANN_Exception.php
ANN_Exception.php in ANN_Exception.php
ANN_Filesystem
ANN_Filesystem in ANN_Filesystem.php
ANN_Filesystem.php
ANN_Filesystem.php in ANN_Filesystem.php
ANN_InputValue
ANN_InputValue in ANN_InputValue.php
ANN_InputValue.php
ANN_InputValue.php in ANN_InputValue.php
ANN_Layer
ANN_Layer in ANN_Layer.php
ANN_Layer.php
ANN_Layer.php in ANN_Layer.php
ANN_Loader
ANN_Loader in ANN_Loader.php
ANN_Loader.php
ANN_Loader.php in ANN_Loader.php
ANN_Logging
ANN_Logging in ANN_Logging.php
ANN_Logging.php
ANN_Logging.php in ANN_Logging.php
ANN_Maths
ANN_Maths in ANN_Maths.php
ANN_Maths.php
ANN_Maths.php in ANN_Maths.php
ANN_Network
ANN_Network in ANN_Network.php
ANN_Network.php
ANN_Network.php in ANN_Network.php
ANN_NetworkGraph
ANN_NetworkGraph in ANN_NetworkGraph.php
ANN_NetworkGraph.php
ANN_NetworkGraph.php in ANN_NetworkGraph.php
ANN_Neuron
ANN_Neuron in ANN_Neuron.php
ANN_Neuron.php
ANN_Neuron.php in ANN_Neuron.php
ANN_OutputValue
ANN_OutputValue in ANN_OutputValue.php
ANN_OutputValue.php
ANN_OutputValue.php in ANN_OutputValue.php
ANN_Server
ANN_Server in ANN_Server.php
ANN_Server.php
ANN_Server.php in ANN_Server.php
ANN_Synapse
ANN_Synapse in ANN_Synapse.php
ANN_Synapse.php
ANN_Synapse.php in ANN_Synapse.php
ANN_Values
ANN_Values in ANN_Values.php
ANN_Values.php
ANN_Values.php in ANN_Values.php
c
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calculateDeltaByBackpropagation
calculateDeltaByILR
Individual learning rate algorithm
calculateDeltaByQuickProp
Quick propagation algorithm
calculateDeltaByRProp
RProp algorithm
calculateHiddenDeltas
calculateImageHeight
calculateImageWidth
calculateInputValue
calculateMaxTrainingLoops
calculateOutputDeltaByBackpropagation
calculateOutputDeltaByILR
calculateOutputDeltaByQuickProp
QuickProp algorithm
calculateOutputDeltaByRProp
RProp algorithm
calculateOutputDeltas
calculateOutputValue
calculateYPosStart
checkLogin
ANN_Server::checkLogin() in ANN_Server.php
createHiddenLayers
createImage
ANN_NetworkGraph::createImage() in ANN_NetworkGraph.php
createNeurons
createOutputLayer
d
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detectOutputType
drawConnections
ANN_NetworkGraph::drawConnections() in ANN_NetworkGraph.php
drawConnectionsHiddenOutput
drawConnectionsHiddens
drawConnectionsInputHidden
drawHiddenNeurons
drawInputNeurons
ANN_NetworkGraph::drawInputNeurons() in ANN_NetworkGraph.php
drawNetwork
ANN_NetworkGraph::drawNetwork() in ANN_NetworkGraph.php
drawOutputNeurons
g
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getCountInputs
getDefaultFilename
getDelta
ANN_Synapse::getDelta() in ANN_Synapse.php
getDelta
ANN_Neuron::getDelta() in ANN_Neuron.php
getDeltaFactor
getDeltaWithMomentum
getErrorWeightDerivative
getImage
ANN_NetworkGraph::getImage() in ANN_NetworkGraph.php
Returns PNG image
getInputs
ANN_Layer::getInputs() in ANN_Layer.php
getInputs
ANN_Neuron::getInputs() in ANN_Neuron.php
getInputsArray
Get internal saved input array
getInputValue
ANN_InputValue::getInputValue() in ANN_InputValue.php
getLearningRate
getNetworkError
getNeurons
ANN_Layer::getNeurons() in ANN_Layer.php
getNeuronsCount
getNextIndexInputsToTrain
getNumberHiddenLayers
getNumberHiddens
getNumberInputs
getNumberOutputs
getOutput
ANN_Neuron::getOutput() in ANN_Neuron.php
getOutputs
ANN_Network::getOutputs() in ANN_Network.php
getOutputs
ANN_Layer::getOutputs() in ANN_Layer.php
getOutputsArray
Get internal saved output array
getOutputsByInputKey
getOutputValue
ANN_OutputValue::getOutputValue() in ANN_OutputValue.php
getRealOutputValue
getThresholdOutputs
getTotalLoops
ANN_Network::getTotalLoops() in ANN_Network.php
getWeight
ANN_Synapse::getWeight() in ANN_Synapse.php
getWeight
ANN_Neuron::getWeight() in ANN_Neuron.php
getWeights
ANN_Neuron::getWeights() in ANN_Neuron.php
i
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initialiseWeights
input
ANN_Values::input() in ANN_Values.php
Input values
isEpoch
ANN_Network::isEpoch() in ANN_Network.php
isHeader
ANN_Logging::isHeader() in ANN_Logging.php
isTrainingComplete
isTrainingCompleteByEpoch
isTrainingCompleteByInputKey
l
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linearSaturated
linearSaturated01
loadFromFile
ANN_Filesystem::loadFromFile() in ANN_Filesystem.php
loadFromFile
ANN_Network::loadFromFile() in ANN_Network.php
loadFromHost
ANN_Server::loadFromHost() in ANN_Server.php
loadFromHost
ANN_Network::loadFromHost() in ANN_Network.php
logData
ANN_Logging::logData() in ANN_Logging.php
logHeader
ANN_Logging::logHeader() in ANN_Logging.php
logNetworkErrors
logNetworkErrorsToFile
Log network errors while training in CSV format
logWeights
ANN_Network::logWeights() in ANN_Network.php
logWeightsToFile
Log weights while training in CSV format
o
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$objFrom
ANN_Synapse::$objFrom in ANN_Synapse.php
$objTo
ANN_Synapse::$objTo in ANN_Synapse.php
onPost
ANN_Server::onPost() in ANN_Server.php
output
ANN_Values::output() in ANN_Values.php
Output values
p
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PRECISION
ANN_Maths::PRECISION in ANN_Maths.php
printImage
ANN_NetworkGraph::printImage() in ANN_NetworkGraph.php
Print PNG image
printNetwork
ANN_Server::printNetwork() in ANN_Server.php
printNetwork
ANN_Network::printNetwork() in ANN_Network.php
printNetworkDetails1
printNetworkDetails2
r
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random
ANN_Maths::random() in ANN_Maths.php
reset
ANN_Values::reset() in ANN_Values.php
Reset saved input and output values
s
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saveToFile
ANN_Network::saveToFile() in ANN_Network.php
saveToFile
ANN_NetworkGraph::saveToFile() in ANN_NetworkGraph.php
Saves PNG image
saveToFile
ANN_Filesystem::saveToFile() in ANN_Filesystem.php
saveToHost
ANN_Network::saveToHost() in ANN_Network.php
saveToHost
ANN_Server::saveToHost() in ANN_Server.php
SEPARATOR
ANN_Logging::SEPARATOR in ANN_Logging.php
setBackground
ANN_NetworkGraph::setBackground() in ANN_NetworkGraph.php
setBackpropagationAlgorithm
Selecting propagation algorithm
setColors
ANN_NetworkGraph::setColors() in ANN_NetworkGraph.php
setDelta
ANN_Synapse::setDelta() in ANN_Synapse.php
setDelta
ANN_Neuron::setDelta() in ANN_Neuron.php
setDeltaFactor
setDynamicLearningRate
setErrorWeightDerivative
setFilename
ANN_Logging::setFilename() in ANN_Logging.php
setInputs
ANN_Neuron::setInputs() in ANN_Neuron.php
setInputs
ANN_Layer::setInputs() in ANN_Layer.php
setInputs
ANN_Network::setInputs() in ANN_Network.php
setInputsToTrain
setLearningRate
Setting the learning rate disables dynamic learning rate automatically.
setMaxTrainingLoopsFactor
setMomentum
ANN_Network::setMomentum() in ANN_Network.php
setOutput
ANN_Neuron::setOutput() in ANN_Neuron.php
setOutputErrorTolerance
Setting the percentage of output error in comparison to the desired output
setOutputs
ANN_Network::setOutputs() in ANN_Network.php
setOutputType
ANN_Network::setOutputType() in ANN_Network.php
setQuickPropMaxWeightChangeFactor
Parameter setting for QuickProp algorithm
setValues
ANN_Network::setValues() in ANN_Network.php
Set Values for training or using network
setWeight
ANN_Synapse::setWeight() in ANN_Synapse.php
setWeightDecay
setWeightDecayMode
sigmoid
ANN_Maths::sigmoid() in ANN_Maths.php
sigmoidI
ANN_Maths::sigmoidI() in ANN_Maths.php
First derivative of sigmoid()
sign
ANN_Maths::sign() in ANN_Maths.php
Return the sign of a number
splAutoload
ANN_Loader::splAutoload() in ANN_Loader.php
t
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tangensHyperbolicus
tangensHyperbolicus01
tangensHyperbolicusI
First derivative of tanh()
threshold
ANN_Maths::threshold() in ANN_Maths.php
train
ANN_Values::train() in ANN_Values.php
train
ANN_Network::train() in ANN_Network.php
trainByHost
ANN_Network::trainByHost() in ANN_Network.php
trainByHost
ANN_Server::trainByHost() in ANN_Server.php
training
ANN_Network::training() in ANN_Network.php
u
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updateErrorWeightDerivative
_
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__construct
ANN_Neuron::__construct() in ANN_Neuron.php
__construct
ANN_OutputValue::__construct() in ANN_OutputValue.php
__construct
ANN_Server::__construct() in ANN_Server.php
__construct
ANN_Synapse::__construct() in ANN_Synapse.php
__construct
ANN_NetworkGraph::__construct() in ANN_NetworkGraph.php
__construct
ANN_InputValue::__construct() in ANN_InputValue.php
__construct
ANN_Layer::__construct() in ANN_Layer.php
__construct
ANN_Network::__construct() in ANN_Network.php
__construct
ANN_Loader::__construct() in ANN_Loader.php
__destruct
ANN_Server::__destruct() in ANN_Server.php
__destruct
ANN_Loader::__destruct() in ANN_Loader.php
__destruct
ANN_Logging::__destruct() in ANN_Logging.php
__wakeup
ANN_Values::__wakeup() in ANN_Values.php
{$source}
__wakeup
ANN_Network::__wakeup() in ANN_Network.php
a c d g i l o p r s t u _