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  • Bug fixes for general core bugs in 3.10.x will end 8 November 2021 (12 months).
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/lib/mlbackend/php/phpml/src/Phpml/NeuralNetwork/Network/ -> MultilayerPerceptron.php (source)

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Differences Between: [Versions 310 and 400] [Versions 310 and 401] [Versions 310 and 402] [Versions 310 and 403]

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File Size: 215 lines (6 kb)
Included or required:0 times
Referenced: 0 times
Includes or requires: 0 files

Defines 1 class

MultilayerPerceptron:: (14 methods):
  __construct()
  train()
  partialTrain()
  setLearningRate()
  getOutput()
  reset()
  initNetwork()
  addInputLayer()
  addNeuronLayers()
  generateSynapses()
  addBiasNodes()
  generateLayerSynapses()
  generateNeuronSynapses()
  trainSamples()


Class: MultilayerPerceptron  - X-Ref

__construct(int $inputLayerFeatures, array $hiddenLayers, array $classes, int $iterations = 10000, ?ActivationFunction $activationFunction = null, float $learningRate = 1)   X-Ref


train(array $samples, array $targets)   X-Ref
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partialTrain(array $samples, array $targets, array $classes = [])   X-Ref


setLearningRate(float $learningRate)   X-Ref
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getOutput()   X-Ref
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reset()   X-Ref

return: mixed

initNetwork()   X-Ref
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addInputLayer(int $nodes)   X-Ref
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addNeuronLayers(array $layers, ?ActivationFunction $defaultActivationFunction = null)   X-Ref
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generateSynapses()   X-Ref
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addBiasNodes()   X-Ref
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generateLayerSynapses(Layer $nextLayer, Layer $currentLayer)   X-Ref
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generateNeuronSynapses(Layer $currentLayer, Neuron $nextNeuron)   X-Ref
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trainSamples(array $samples, array $targets)   X-Ref
No description