Jupyter Notebook · Apache-2.0
whylabs/whylogs
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
★ 2.8k
Stars
144 forks · 5 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
14.7
Momentum / 100
see the breakdown below
6y ago
Created
last push 22mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 3.6 | last week ran 1.24× the monthly pace |
| Freshness | 15 | 0.0 | last push 22mo ago; decays to zero at 180 days |
| Scale | 15 | 10.0 | 2.8k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 14.7 | sum of the above |
Detail
| Topics | ai-pipelinesanalyticsapproximate-statisticscalculate-statisticsconstraintsdata-constraintsdata-pipelinedata-qualitydata-sciencedataopsdatasetloggingmachine-learningml-pipelinesmlopsmodel-performancepythonstatistical-properties |
| Matched on | Data (data-pipeline) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +3 stars over 26 days = 0.1/day |
| Lifetime average | 1.25 stars/day over 2,274 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |