Rubix ML: Machine Learning for PHP

A high-level machine learning and deep learning library for the PHP language.

Developer-friendly API is delightful to use
40+ supervised and unsupervised learning algorithms
Support for ETL, preprocessing, and cross-validation
Open source and free to use commercially

Installation

Install Rubix ML into your project using Composer:

$ composer require rubix/ml

Requirements

PHP 7.2 or above

Optional

Extras Package for experimental features
SVM extension for Support Vector Machine engine (libsvm)
Mbstring extension for fast multibyte string manipulation
GD extension for image manipulation
Redis extension for persisting to a Redis DB
Igbinary extension for binary serialization of persistables

Documentation

Read the latest docs here.

What is Rubix ML?

Rubix ML is a free open-source library for the PHP language that allows you to build programs that learn from your data. We provide tools for the entire machine learning life cycle from ETL to training, cross-validation, and production with over 40 supervised and unsupervised learning algorithms.

Getting Started

If you are new to machine learning, we recommend taking a look at the What is Machine Learning? section to get started. If you are already familiar with basic ML concepts, you can browse the basic introduction for a brief look at a typical Rubix ML project. From there, you can browse the official tutorials below which range from beginner to advanced skill level.

Tutorials & Example Projects

Check out these example projects using the Rubix ML library. Most come with instructions and a pre-cleaned dataset.

Interact With The Community

Funding

Rubix ML is funded by donations from the community. You can become a sponsor by making a contribution to one of our funding sources below.

Contributing

See CONTRIBUTING.md for guidelines.

License

The code is licensed MIT and the documentation is licensed CC BY-NC 4.0.

programarivm/RubixML