Fresh approach to Machine Learning in PHP. Algorithms, Cross Validation, Neural Network, Preprocessing, Feature Extraction and much more in one library.
PHP-ML requires PHP >= 8.0
. Use in any version >= 7.2
under your own responsibility.
Simple example of classification:
require_once __DIR__ . '/vendor/autoload.php';
use Phpml\Classification\KNearestNeighbors;
$samples = [[1, 3], [1, 4], [2, 4], [3, 1], [4, 1], [4, 2]];
$labels = ['a', 'a', 'a', 'b', 'b', 'b'];
$classifier = new KNearestNeighbors();
$classifier->train($samples, $labels);
echo $classifier->predict([3, 2]);
// return 'b'
To find out how to use PHP-ML follow Documentation.
Currently, this library is in the process of being developed, but You can install it with Composer:
composer require php-ai/php-ml
Current docker image php:8.2-fpm-alpine
See Docker section in CONTRIBUTING.md
Example scripts are available in a separate repository php-ai/php-ml-examples.
Public datasets are available in a separate repository php-ai/php-ml-datasets.
You can find more about contributing in CONTRIBUTING.md.
PHP-ML is released under the MIT Licence. See the bundled LICENSE file for details.