zeopix/machine-learning

Simple Machine Learning POO Implementation

dev-master / 1.x-dev 2016-04-13 16:52 UTC

Requires

• php: >=5.5.9

Requires (Dev)

• phpunit/phpunit: ~4

Apache-2.0

• machine learning
• machine
• learning
• maths

README

Simple stupid machine learning library for php

Warning

This library is not designed for production or high performance requirements, it's more a proof of concept and framework to play with Machine Learning Algorithms.

Features

• Gradient Descent Algorithm
• Mean Scale Normalization
• Linear Hypothesis for multiple unlimited variables

Usage

Include with composer

composer require zeopix/machine-learning

Train your dataset

use Zeopix\MachineLearning\Application\Service\LinearRegressionService
use Zeopix\MachineLearning\Domain\Model\Value\VectorValue;

$linearRegressionService = new LinearRegressionService();
$data = [
 [[2,3], 1],
 [[4,6], 2]
];
$training = $linearRegressionService->train($data);

$prediction = $training->predict(new VectorValue([8,12]));