chiphuyen/machine-learning-systems-design

AI DevOps

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

GitHub →Website →

5.3

GitHub Metrics

Stars

10.3k

Forks

1.6k

Open Issues

Watchers

303

Contributors

Weekly Commits

Language

HTML

License

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Last Commit

Apr 15, 2023

Created

Nov 25, 2019

Latest Release

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Release Date

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Synced: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

6.5

Has docs site (https://huyenchip.com/machine-learning-systems-design/toc.html). Description: 145 chars. Stars signal: 10,332. Contributors: 3. Score: 6.5/10

Community Healthw: 20%

6.0

Stars: 10,332. Contributors: 3. Watchers: 303. Forks: 1,607. Issue ratio: 0.1%. Score: 6/10

Maintenance Velocityw: 15%

1.1

Last commit: 1097d ago. Weekly commits: 0. No releases published. Maturity bonus: 6.4y old. Score: 1.1/10

API Design & DXw: 20%

7.1

Stars/issues ratio: 939. Has documentation site. No license specified. Popularity signal: 10,332 stars. Score: 7.1/10

Production Readinessw: 15%

3.9

Battle-tested: 10,332 stars. Peer review: 3 contributors. No versioned releases. No license (risky for production). Age: 6.4 years. Maintenance: last commit 1097d ago. Score: 3.9/10

Ecosystem Integrationw: 10%

6.6

Fork interest: 1,607. Ecosystem: HTML. No license (integration risk). Adoption: 10,332 stars. Has web presence. Score: 6.6/10