Enhanced PHP File Manager

⬆️ Go Up (..)

📊 Server Information

Server:

Apache

System:

Linux 5.14.0-427.33.1.el9_4.x86_64

PHP Version:

7.4.33

User:

infinio

Directory:

/home/infinio/www/moodle/lib/mlbackend/php/phpml/src/Phpml/Helper/Optimizer

Free Space:

250.17 GB

🔧 Quick Actions

✏️ Editing: Optimizer.php

<?php

declare(strict_types=1);

namespace Phpml\Helper\Optimizer;

use Closure;
use Phpml\Exception\InvalidArgumentException;

abstract class Optimizer
{
    /**
     * Unknown variables to be found
     *
     * @var array
     */
    protected $theta = [];

/**
     * Number of dimensions
     *
     * @var int
     */
    protected $dimensions;

/**
     * Inits a new instance of Optimizer for the given number of dimensions
     */
    public function __construct(int $dimensions)
    {
        $this->dimensions = $dimensions;

// Inits the weights randomly
        $this->theta = [];
        for ($i = 0; $i < $this->dimensions; ++$i) {
            $this->theta[] = (random_int(0, PHP_INT_MAX) / PHP_INT_MAX) + 0.1;
        }
    }

public function setTheta(array $theta): self
    {
        if (count($theta) !== $this->dimensions) {
            throw new InvalidArgumentException(sprintf('Number of values in the weights array should be %s', $this->dimensions));
        }

$this->theta = $theta;

return $this;
    }

public function theta(): array
    {
        return $this->theta;
    }

/**
     * Executes the optimization with the given samples & targets
     * and returns the weights
     */
    abstract public function runOptimization(array $samples, array $targets, Closure $gradientCb): array;
}

❌ Cancel

🗂️ Enhanced PHP File Manager

📊 Server Information

🔧 Quick Actions

✏️ Editing: Optimizer.php

📤 Upload File

📁 Create Folder

📄 Create File

✏️ Rename Item

🗑️ Delete Confirmation