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Download rustem-kaimolla/recommender-php
More information about rustem-kaimolla/recommender-php
Files in rustem-kaimolla/recommender-php
Vendor rustem-kaimolla
Package recommender-php
Short Description A lightweight library for building recommender systems in PHP
License MIT
Package recommender-php
Short Description A lightweight library for building recommender systems in PHP
License MIT
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Informations about the package recommender-php
Recommender-PHP
🚀 A lightweight library for building recommender systems in PHP.
Supports Item-Item Collaborative Filtering via Jaccard Similarity and an extensible architecture to work with different types of storage.
📦 Installation
(for local development)
✨ Основные возможности
- Item-Item Collaborative Filtering
- Jaccard Similarity (similarity metric)
- InMemory storage for fast tests (extensible for Redis, PostgreSQL and others)
- Clean architecture with interfaces (PSR-4)
- Test coverage (PHPUnit)
- License MIT
⚡ Quick start
📊 Response example
User 1 is recommended product 11 because it was purchased by other users who purchased similar products.
🧪 Running tests
💚 Development plan
- [x] InMemory storage
- [ ] Redis Storage
- [ ] Popularity-based baseline
- [ ] Event weighting assessment (view, like, purchase)
- [ ] Similarity Matrix Cache
- [ ] Quality metrics (precision@k, recall@k)
📄 License
The project is licensed under MIT License.
🤝 Contribution
If you want to make a pull request or share an idea, you are always welcome! 🚀
All versions of recommender-php with dependencies
PHP Build Version
Package Version
Requires
php Version
>=8.0
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