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Surprise · A Python scikit for recommender systems.
Surprise is a Python library for creating and testing recommender systems, making it easy to analyze explicit rating data using various algorithms.
Build and test recommender systems in Python
Surprise is a Python toolkit designed for anyone interested in building and analyzing recommender systems. Whether you're a data scientist, student, or developer, you can use this library to experiment with different algorithms and work with explicit rating data.
The site provides clear documentation and practical examples, helping you quickly set up your own recommendation models. With support for popular techniques like SVD, K-NN, and more, you have the flexibility to explore and compare different approaches.
It's a helpful resource if you want to learn about or implement personalized recommendations, such as those used in movie or product suggestion systems. The easy-to-use library and active GitHub community make it accessible for both beginners and experienced users.
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