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Linux 5.14.0-427.33.1.el9_4.x86_64

PHP Version:

7.4.33

User:

infinio

Directory:

/home/infinio/public_html/moodle/lib/mlbackend/php/phpml/src/Phpml/NeuralNetwork/Network

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✏️ Editing: LayeredNetwork.php

<?php

declare(strict_types=1);

namespace Phpml\NeuralNetwork\Network;

use Phpml\NeuralNetwork\Layer;
use Phpml\NeuralNetwork\Network;
use Phpml\NeuralNetwork\Node\Input;
use Phpml\NeuralNetwork\Node\Neuron;

abstract class LayeredNetwork implements Network
{
    /**
     * @var Layer[]
     */
    protected $layers = [];

public function addLayer(Layer $layer): void
    {
        $this->layers[] = $layer;
    }

/**
     * @return Layer[]
     */
    public function getLayers(): array
    {
        return $this->layers;
    }

public function removeLayers(): void
    {
        unset($this->layers);
    }

public function getOutputLayer(): Layer
    {
        return $this->layers[count($this->layers) - 1];
    }

public function getOutput(): array
    {
        $result = [];
        foreach ($this->getOutputLayer()->getNodes() as $neuron) {
            $result[] = $neuron->getOutput();
        }

return $result;
    }

/**
     * @param mixed $input
     */
    public function setInput($input): Network
    {
        $firstLayer = $this->layers[0];

foreach ($firstLayer->getNodes() as $key => $neuron) {
            if ($neuron instanceof Input) {
                $neuron->setInput($input[$key]);
            }
        }

foreach ($this->getLayers() as $layer) {
            foreach ($layer->getNodes() as $node) {
                if ($node instanceof Neuron) {
                    $node->reset();
                }
            }
        }

return $this;
    }
}

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