HA
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.
2.4k 180 +0/wk
GitHub
dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering hacktoberfest lineage llmops
Trend
3
Star & Fork Trend (40 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
apache/hamilton has +0 stars this period . 7-day velocity: 0.1%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | hamilton | codel | yek | simulator |
|---|---|---|---|---|
| Stars | 2.4k | 2.4k | 2.4k | 2.4k |
| Forks | 180 | 202 | 66 | 790 |
| Weekly Growth | +0 | +0 | +0 | +0 |
| Language | Jupyter Notebook | TypeScript | Rust | C# |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | AGPL-3.0 | MIT | NOASSERTION |
Capability Radar vs codel
hamilton
codel
Maintenance Activity 100
Last code push 0 days ago.
Community Engagement 37
Fork-to-star ratio: 7.4%. 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.