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.

Recent spike, 1.2× faster than Data Manipulation & Analysis this week

7d +0.15% +4 stars in 7d
30d Not tracked yet — first tracked 2026-09-15
90d Not tracked yet — first tracked 2026-09-15
Sep 15, 2026: 2,591 starsSep 16, 2026: 2,591 starsSep 17, 2026: 2,591 starsSep 18, 2026: 2,592 starsSep 19, 2026: 2,593 starsSep 20, 2026: 2,593 starsSep 21, 2026: 2,594 starsSep 22, 2026: 2,595 starsSep 23, 2026: 2,598 starsSep 24, 2026: 2,599 starsSep 25, 2026: 2,599 starsSep 26, 2026: 2,599 starsSep 27, 2026: 2,599 starsSep 28, 2026: 2,599 starsSep 29, 2026: 2,601 starsSep 30, 2026: 2,601 starsOct 1, 2026: 2,603 stars 2,5912,5972,603 Sep 15Oct 1

2,591 → 2,603 stars since Sep 15

2,591 Stars 215 Forks 155 Open issues
dagdata-analysisdata-engineeringdata-sciencedataframeetletl-frameworketl-pipelinefeature-engineeringhacktoberfestlineagellmopsmachine-learningmlopsorchestrationpandaspythonragsoftware-engineering