shizonic/php-ml-examples

PHP-ML - Machine Learning library for PHP - Examples

Examples of the use of PHP-ML library

Projects

Interesting demo/examples projects using php-ml:

• Code Review Estimator - Simple showcase of machine learning for code review cost estimation.

Articles

Many of samples from this repository was used in my articles

• Text data classification with BBC news article dataset
• Clustering Chicago robberies locations with k-means algorithm
• Predict air pollution with k-Nearest Neighbors and PHP

Examples

To test example, select one of the following and run it from main folder (each category has its own folder).

php classification/languageDetection.php

Classification:

• languageDetection.php - classifier build for language detection
• minst.php - recognize handwritten digits from MNIST dataset (to download dataset use bin/download-mnist.sh)
• spamFilter.php - simple spam filter with example dataset
• bbc.php - example of text classification

Regression:

• wineQuality.php - regression model to assess the quality of the wine

License

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

Author

Arkadiusz Kondas (@ArkadiuszKondas)