php-ml/README.md

PHP-ML - Machine Learning library for PHP

Fresh approach to Machine Learning in PHP. Note that at the moment PHP is not the best choice for machine learning but maybe this will change ...

Simple example of classification:

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);

$classifier->predict([3, 2]); 
// return 'b'

Documentation

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

Installation

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

composer require php-ai/php-ml

Features

• Classification
  • SVC
  • k-Nearest Neighbors
  • Naive Bayes
• Regression
  • Least Squares
  • SVR
• Clustering
  • k-Means
  • DBSCAN
• Metric
  • Accuracy
• Cross Validation
  • Random Split
• Preprocessing
  • Normalization
  • Imputation missing values
• Feature Extraction
  • Token Count Vectorizer
• Datasets
  • CSV
  • Ready to use:
    • Iris
    • Wine
    • Glass
• Math
  • Distance
  • Matrix
  • Statistic

Contribute

• Issue Tracker: github.com/php-ai/php-ml/issues
• Source Code: github.com/php-ai/php-ml

After installation, you can launch the test suite in project root directory (you will need to install dev requirements with Composer)

bin/phpunit

License

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

Author

Arkadiusz Kondas (@ArkadiuszKondas)