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Developer Documentation
See Release Notes
Long Term Support Release
- Bug fixes for general core bugs in 4.1.x will end 13 November 2023 (12 months).
- Bug fixes for security issues in 4.1.x will end 10 November 2025 (36 months).
- PHP version: minimum PHP 7.4.0 Note: minimum PHP version has increased since Moodle 4.0. PHP 8.0.x is supported too.
Differences Between: [Versions 310 and 401] [Versions 311 and 401] [Versions 39 and 401]
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| File Size: | 231 lines (6 kb) |
| Included or required: | 0 times |
| Referenced: | 0 times |
| Includes or requires: | 0 files |
Defines 1 class
MultilayerPerceptron:: (16 methods):
__construct()
train()
partialTrain()
setLearningRate()
getOutput()
getLearningRate()
getBackpropagation()
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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| getLearningRate() X-Ref |
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| getBackpropagation() 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 |
| No description |
| generateNeuronSynapses(Layer $currentLayer, Neuron $nextNeuron) X-Ref |
| No description |
| trainSamples(array $samples, array $targets) X-Ref |
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