STACKQUADRANT

stas00/ml-engineering

AI DevOps

Machine Learning Engineering Open Book

7.3
GitHub Metrics
Stars
17.7k
Forks
1.1k
Open Issues
2
Watchers
145
Contributors
48
Weekly Commits
0
Language
Python
License
CC-BY-SA-4.0
Last Commit
Mar 16, 2026
Created
Sep 2, 2020
Latest Release
Release Date
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
7.3

Has docs site (https://stasosphere.com/machine-learning/). Description: 38 chars. Stars signal: 17,704. Contributors: 48. Score: 7.3/10

Community Healthw: 20%
7.9

Stars: 17,704. Contributors: 48. Watchers: 145. Forks: 1,122. Issue ratio: 0.0%. Score: 7.9/10

Maintenance Velocityw: 15%
5.4

Last commit: 31d ago. Weekly commits: 0. No releases published. Maturity bonus: 5.6y old. Score: 5.4/10

API Design & DXw: 20%
7.9

Stars/issues ratio: 8852. Dynamic language: Python. Has documentation site. License: CC-BY-SA-4.0. Popularity signal: 17,704 stars. Score: 7.9/10

Production Readinessw: 15%
7.1

Battle-tested: 17,704 stars. Peer review: 48 contributors. No versioned releases. Licensed: CC-BY-SA-4.0. Age: 5.6 years. Maintenance: last commit 31d ago. Score: 7.1/10

Ecosystem Integrationw: 10%
7.8

Fork interest: 1,122. Major ecosystem: Python. License: CC-BY-SA-4.0. Adoption: 17,704 stars. Has web presence. Score: 7.8/10

Tags
aidebugginggpusinferencelarge-language-modelsllmmachine-learningmachine-learning-engineeringmlopsnetwork
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration