Code Duplication    Length = 29-29 lines in 2 locations

src/Phpml/NeuralNetwork/ActivationFunction/HyperbolicTangent.php 1 location

@@ 9-37 (lines=29) @@
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use Phpml\NeuralNetwork\ActivationFunction;
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class HyperbolicTangent implements ActivationFunction
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{
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    /**
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     * @var float
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     */
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    private $beta;
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    public function __construct(float $beta = 1.0)
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    {
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        $this->beta = $beta;
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    }
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    /**
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     * @param float|int $value
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     */
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    public function compute($value): float
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    {
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        return tanh($this->beta * $value);
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    }
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    /**
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     * @param float|int $value
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     * @param float|int $computedvalue
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     */
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    public function differentiate($value, $computedvalue): float
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    {
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        return 1 - pow($computedvalue, 2);
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    }
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}
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src/Phpml/NeuralNetwork/ActivationFunction/Sigmoid.php 1 location

@@ 9-37 (lines=29) @@
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use Phpml\NeuralNetwork\ActivationFunction;
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class Sigmoid implements ActivationFunction
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{
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    /**
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     * @var float
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     */
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    private $beta;
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    public function __construct(float $beta = 1.0)
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    {
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        $this->beta = $beta;
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    }
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    /**
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     * @param float|int $value
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     */
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    public function compute($value): float
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    {
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        return 1 / (1 + exp(-$this->beta * $value));
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    }
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    /**
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     * @param float|int $value
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     * @param float|int $computedvalue
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     */
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    public function differentiate($value, $computedvalue): float
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    {
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        return $computedvalue * (1 - $computedvalue);
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    }
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}
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