Jupyter Notebook · Apache-2.0
apache/hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
★ 2.6k
Stars
230 forks · 181 open issues
+3.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
27.7
Momentum / 100
see the breakdown below
3y ago
Created
last push 4d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.0 | +3.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.62× the monthly pace |
| Freshness | 15 | 14.9 | last push 4d ago; decays to zero at 180 days |
| Scale | 15 | 9.9 | 2.6k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 27.7 | sum of the above |
Detail
| Topics | dagdata-analysisdata-engineeringdata-sciencedataframeetletl-frameworketl-pipelinefeature-engineeringhacktoberfestlineagellmopsmachine-learningmlopsorchestrationpandaspythonragsoftware-engineering |
| Matched on | Data (data-engineering, etl) |
| Short window | +3 stars over 7 days = 0.4/day |
| Long window | +18 stars over 26 days = 0.7/day |
| Lifetime average | 1.94 stars/day over 1,351 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |