STACKQUADRANT

stas00/ml-engineering

AI DevOps

Machine Learning Engineering Open Book

7.3
GitHub Metrics
Stars
18.0k
Forks
1.1k
Open Issues
2
Watchers
148
Contributors
49
Weekly Commits
0
Language
Python
License
CC-BY-SA-4.0
Last Commit
May 18, 2026
Created
Sep 2, 2020
Latest Release
Release Date
Synced: Jun 3, 2026
Quality Scores
Documentation Qualityw: 20%
7.3

Has docs site (https://stasosphere.com/machine-learning/). Description: 38 chars. Stars signal: 18,041. Contributors: 49. Score: 7.3/10

Community Healthw: 20%
7.9

Stars: 18,041. Contributors: 49. Watchers: 148. Forks: 1,146. Issue ratio: 0.0%. Score: 7.9/10

Maintenance Velocityw: 15%
5.6

Last commit: 16d ago. Weekly commits: 0. No releases published. Maturity bonus: 5.8y old. Score: 5.6/10

API Design & DXw: 20%
7.9

Stars/issues ratio: 9021. Dynamic language: Python. Has documentation site. License: CC-BY-SA-4.0. Popularity signal: 18,041 stars. Score: 7.9/10

Production Readinessw: 15%
7.2

Battle-tested: 18,041 stars. Peer review: 49 contributors. No versioned releases. Licensed: CC-BY-SA-4.0. Age: 5.8 years. Maintenance: last commit 16d ago. Score: 7.2/10

Ecosystem Integrationw: 10%
7.8

Fork interest: 1,146. Major ecosystem: Python. License: CC-BY-SA-4.0. Adoption: 18,041 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