alejandro-yakovlev/cf-php

PHP implementation of the rating-based collaborative filtering.

v1.0.1 2024-01-08 06:04 UTC

Requires

• php: >=8.2
• markrogoyski/math-php: ^2.8

Requires (Dev)

• friendsofphp/php-cs-fixer: ^3.46
• pestphp/pest: ^2.30
• phpstan/phpstan: ^1.10

MIT

• Alejandro Yakovlev

README

Introduction

This library is a PHP implementation of the collaborative filtering (CF).

Setup

composer require alejandro-yakovlev/cf-php

Requirements

• PHP >= 8.2

Usage

<?php

use CFPHP\CollaborativeFiltering;
use CFPHP\RecommendationStrategy\UserBasedRecommendationStrategy;
use CFPHP\SimilarityStrategy\CosineSimilarityStrategy;
use CFPHP\User;

require_once __DIR__ . '/vendor/autoload.php';

$user1 = new User('user1', [
    'item1' => 5,
    'item2' => 5,
    'item3' => 5,
]);

$user2 = new User('user2', [
    'item1' => 4,
    'item2' => 4,
    'item3' => 4,
]);

$user3 = new User('user3', [
    'item1' => 3,
    'item2' => 3,
]);

$users = [
    $user1,
    $user2,
    $user3,
];

$similarityStrategy = new CosineSimilarityStrategy();
$recommendationStrategy = new UserBasedRecommendationStrategy($users, $similarityStrategy);

$collaborativeFiltering = new CollaborativeFiltering($recommendationStrategy);
$recommendations = $collaborativeFiltering->getRecommendations('user3');

print_r($recommendations);

Output:

Array
(
    [item3] => 4.5
)