scikit-surprise

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library 1.1.4 ·python
verified Apr 27, 2026

scikit-surprise (Surprise) is a Python scikit for building and analyzing recommender systems. Version 1.1.4 is the current release. It supports prediction-based and neighborhood-based collaborative filtering, matrix factorization, and evaluation metrics. Releases are infrequent (last stable was 1.1.1 in 2020, then 1.1.3/1.1.4 in 2025).

total hits 14
actors 4 distinct systems
last hit 6d ago human
GPTBot
5
MetaBot
3
ClaudeBot
1
Humans
2

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