Popularity
9.5
Stable
Activity
4.5
Declining
7,903
546
1,136

Code Quality Rank: L5
Monthly Downloads: 10,844
Programming language: PHP
License: MIT License
Latest version: v0.9.0
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README

PHP-ML - Machine Learning library for PHP

Minimum PHP Version Latest Stable Version Build Status Documentation Status Total Downloads License Coverage Status Scrutinizer Code Quality

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 >= 7.2.

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'

Awards

Documentation

To find out how to use PHP-ML follow Documentation.

Installation

Currently this library is in the process of being developed, but You can install it with Composer:

composer require php-ai/php-ml

Examples

Example scripts are available in a separate repository php-ai/php-ml-examples.

Datasets

Public datasets are available in a separate repository php-ai/php-ml-datasets.

Features

Contribute

You can find more about contributing in [CONTRIBUTING.md](CONTRIBUTING.md).

License

PHP-ML is released under the MIT Licence. See the bundled LICENSE file for details.

Author

Arkadiusz Kondas (@ArkadiuszKondas)


*Note that all licence references and agreements mentioned in the PHP-ML README section above are relevant to that project's source code only.