koutsoumposval / php-machine-learning

Machine learning examples for learning purposes

PHP Machine Learning

PHP Machine Learning Examples for learning purposes. Provide data, train the models and check the results!

Library

All examples are using the PHP-ML - Machine Learning library for PHP

Association rule learning

• Apriori Associator

# Apriori Associator
php association-rule-learning/apriori.php

Classification

• Support Vector Classification
• KNearestNeighbors Classifier
• NaiveBayes Classifier

# Support Vector Classification
php classification/svc.php

# KNearestNeighbors Classifier
php classification/KNearestNeighbors.php

# NaiveBayes Classifier
php classification/NaiveBayes.php

Regression

• LeastSquares Linear Regression
• Support Vector Regression

# LeastSquares Linear Regression
php regression/leastSquares.php

# Support Vector Regression
php regression/svr.php

Clustering

• K-means clustering
• DBSCAN clustering

# K-means clustering
php regression/KMeans.php

# DBSCAN clustering
php regression/DBSCAN.php

Installation

composer install