AP
EthicalML/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
20.3k 2.5k +3/wk
GitHub
awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations ml-operations ml-ops
Trend
3
Star & Fork Trend (26 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
EthicalML/awesome-production-machine-learning has +3 stars this period . 7-day velocity: 0.0%.
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| Metric | awesome-production-machine-learning | marimo | onnx | onnxruntime |
|---|---|---|---|---|
| Stars | 20.3k | 20.2k | 20.6k | 19.8k |
| Forks | 2.5k | 1.0k | 3.9k | 3.8k |
| Weekly Growth | +3 | +16 | +9 | +13 |
| Language | N/A | Python | Python | C++ |
| Sources | 1 | 3 | 3 | 3 |
| License | MIT | Apache-2.0 | Apache-2.0 | MIT |
Capability Radar vs marimo
awesome-production-machine-learning
marimo
Maintenance Activity 100
Last code push 2 days ago.
Community Engagement 63
Fork-to-star ratio: 12.5%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 41
+3 stars this period — 0.01% growth rate.
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.