STACKQUADRANT

stas00/ml-engineering

AI DevOps

Machine Learning Engineering Open Book

7.6
GitHub Metrics
Stars
18.9k
Forks
1.2k
Open Issues
4
Watchers
159
Contributors
50
Weekly Commits
3
Language
Python
License
CC-BY-SA-4.0
Last Commit
Aug 31, 2026
Created
Sep 2, 2020
Latest Release
Release Date
Synced: Sep 1, 2026
Quality Scores
Documentation Qualityw: 20%
7.4

Has docs site (https://stasosphere.com/machine-learning/). Description: 38 chars. Stars signal: 18,869. Contributors: 50. Score: 7.4/10

Community Healthw: 20%
8.0

Stars: 18,869. Contributors: 50. Watchers: 159. Forks: 1,234. Issue ratio: 0.0%. Score: 8/10

Maintenance Velocityw: 15%
6.8

Last commit: 1d ago. Weekly commits: 3. No releases published. Maturity bonus: 6.0y old. Score: 6.8/10

API Design & DXw: 20%
7.9

Stars/issues ratio: 4717. Dynamic language: Python. Has documentation site. License: CC-BY-SA-4.0. Popularity signal: 18,869 stars. Score: 7.9/10

Production Readinessw: 15%
7.3

Battle-tested: 18,869 stars. Peer review: 50 contributors. No versioned releases. Licensed: CC-BY-SA-4.0. Age: 6.0 years. Maintenance: last commit 1d ago. Score: 7.3/10

Ecosystem Integrationw: 10%
7.8

Fork interest: 1,234. Major ecosystem: Python. License: CC-BY-SA-4.0. Adoption: 18,869 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