Phpml\NeuralNetwork\ActivationFunction\Gaussian

Complexity

Total Complexity

2

Size/Duplication

Total Lines	19
Duplicated Lines	0 %

Coupling/Cohesion

Components	0
Dependencies	0

Importance

Changes

0

2 Methods

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

<?php

declare(strict_types=1);

namespace Phpml\NeuralNetwork\ActivationFunction;

use Phpml\NeuralNetwork\ActivationFunction;

class Gaussian implements ActivationFunction
{
    /**
     * @param float|int $value
     */
    public function compute($value): float
    {
        return exp(-pow($value, 2));
    }

    /**
     * @param float|int $value
     * @param float|int $calculatedvalue
     */
    public function differentiate($value, $calculatedvalue): float
    {
        return -2 * $value * $calculatedvalue;
    }
}