Phpml\NeuralNetwork\ActivationFunction\PReLU

Complexity

Total Complexity

3

Size/Duplication

Total Lines	25
Duplicated Lines	0 %

Coupling/Cohesion

Components	1
Dependencies	0

Importance

Changes

0

2 Methods

Rating	Name	Duplication	Size	Complexity
A	__construct()	0	4	1
A	compute()	0	4	2

<?php

declare(strict_types=1);

namespace Phpml\NeuralNetwork\ActivationFunction;

use Phpml\NeuralNetwork\ActivationFunction;

class PReLU implements ActivationFunction
{
    /**
     * @var float
     */
    private $beta;

    /**
     * @param float $beta
     */
    public function __construct($beta = 0.01)
    {
        $this->beta = $beta;
    }

    /**
     * @param float|int $value
     *
     * @return float
     */
    public function compute($value): float
    {
        return $value >= 0 ? $value : $this->beta * $value;
    }
}