SU

NicolasHug/Surprise

A Python scikit for building and analyzing recommender systems

6.8k 1.1k +1/wk
GitHub
factorization machine-learning matrix recommendation recommender svd systems
Trend 3

Star & Fork Trend (20 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

NicolasHug/Surprise has +1 stars this period . 7-day velocity: 0.0%.

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Metric Surprise practicalAI-cn angel cocoindex
Stars 6.8k 6.8k6.8k6.8k
Forks 1.1k 1.4k1.6k495
Weekly Growth +1 +2+2+12
Language Python Jupyter NotebookJavaRust
Sources 1 111
License BSD-3-Clause MITNOASSERTIONApache-2.0

Capability Radar vs practicalAI-cn

Surprise
practicalAI-cn
Maintenance Activity 0

Last code push 259 days ago.

Community Engagement 78

Fork-to-star ratio: 15.5%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 41

+1 stars this period — 0.01% growth rate.

License Clarity 95

Licensed under BSD-3-Clause. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.