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Developer Documentation
Developer Documentation
- Bug fixes for general core bugs in 3.11.x will end 14 Nov 2022 (12 months plus 6 months extension).
- Bug fixes for security issues in 3.11.x will end 13 Nov 2023 (18 months plus 12 months extension).
- PHP version: minimum PHP 7.3.0 Note: minimum PHP version has increased since Moodle 3.10. PHP 7.4.x is supported too.
Differences Between: [Versions 311 and 400] [Versions 311 and 401] [Versions 311 and 402] [Versions 311 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 |
| No description |
| partialTrain(array $samples, array $targets, array $classes = []) X-Ref |
| setLearningRate(float $learningRate) X-Ref |
| No description |
| getOutput() X-Ref |
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| reset() X-Ref |
return: mixed |
| initNetwork() X-Ref |
| No description |
| addInputLayer(int $nodes) X-Ref |
| No description |
| addNeuronLayers(array $layers, ?ActivationFunction $defaultActivationFunction = null) X-Ref |
| No description |
| generateSynapses() X-Ref |
| No description |
| addBiasNodes() X-Ref |
| No description |
| 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 |
| No description |
