Home Projects Surprise
Surprise

Surprise

by NicolasHug · GitHub

A Python scikit for building and analyzing recommender systems

# factorization# machine-learning# matrix# recommendation
View on GitHub
⭐ Stars
6.8k
🍴 Forks
1.1k
📜 License
BSD-3-Clause
Commercial use OK
📅 Created
2016
🔄 Last commit
1 mo ago
🏷️ Category
factorization
💻 Language
You maintain this project?

Claim its page: indexed whatever its rank, translated into six languages, and enriched with what you write yourself.

Claim this page →
Surprise — GitHub preview card
📈 Star history
6 8036 801
2026-07-042026-07-22
📄 About

A Python scikit for building and analyzing recommender systems

Frequently asked questions

What is Surprise?

A Python scikit for building and analyzing recommender systems

Is Surprise open source?

Surprise is an open-source project. It is released under the BSD-3-Clause license.

Is Surprise free?

Yes. Surprise is free and open source — you can use, modify and self-host it.

🏅 Maintainer of this project?
OpenSourceAI badge — Surprise

Add this live badge to your README — your GitHub stars and directory rank, refreshed daily.

[![OpenSourceAI](https://opensourceai.tech/badge.php?tool=nicolashug-surprise)](https://opensourceai.tech/project/nicolashug-surprise.html)
More badge options →
🧬 Related projects🧬 View the DNA map →