LI
sb-ai-lab/LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
1.5k 65 +0/wk
GitHub
automated-machine-learning automatic-machine-learning automl automl-algorithms binary-classification data-science kaggle lama machine-learning multiclass-classification nlp python
Trend
0
Star & Fork Trend (17 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
sb-ai-lab/LightAutoML has +0 stars this period . Velocity data will be available after more historical data is collected.
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Signal-backed technical analysis will be available soon.
| Metric | LightAutoML | ai_all_resources | langgraph-swarm-py | mlreef |
|---|---|---|---|---|
| Stars | 1.5k | 1.5k | 1.5k | 1.5k |
| Forks | 65 | 308 | 205 | 306 |
| Weekly Growth | +0 | -1 | -1 | +0 |
| Language | Python | Jupyter Notebook | Python | Kotlin |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | N/A | MIT | NOASSERTION |
Capability Radar vs ai_all_resources
LightAutoML
ai_all_resources
Maintenance Activity 56
Last code push 83 days ago.
Community Engagement 68
Fork-to-star ratio: 4.5%. Lower fork ratio may indicate passive usage.
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 Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.