IM
benfred/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
3.8k 626 +0/wk
GitHub
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Trend
3
Star & Fork Trend (17 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
benfred/implicit has +0 stars this period . 7-day velocity: 0.0%.
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| Metric | implicit | scikit-learn-videos | stylegan2-pytorch | SwanLab |
|---|---|---|---|---|
| Stars | 3.8k | 3.8k | 3.8k | 3.8k |
| Forks | 626 | 2.5k | 580 | 195 |
| Weekly Growth | +0 | -1 | +0 | +7 |
| Language | Python | Jupyter Notebook | Python | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | N/A | MIT | Apache-2.0 |
Capability Radar vs scikit-learn-videos
implicit
scikit-learn-videos
Maintenance Activity 0
Last code push 636 days ago.
Community Engagement 83
Fork-to-star ratio: 16.5%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.