STACKQUADRANT

ahkarami/Deep-Learning-in-Production

Model Serving

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

4.5
GitHub Metrics
Stars
4.4k
Forks
692
Open Issues
6
Watchers
143
Contributors
3
Weekly Commits
0
Language
License
Last Commit
Nov 9, 2024
Created
May 3, 2018
Latest Release
Release Date
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
4.4

No dedicated docs site. Description: 123 chars. Stars signal: 4,380. Contributors: 3. Score: 4.4/10

Community Healthw: 20%
5.5

Stars: 4,380. Contributors: 3. Watchers: 143. Forks: 692. Issue ratio: 0.1%. Score: 5.5/10

Maintenance Velocityw: 15%
1.1

Last commit: 523d ago. Weekly commits: 0. No releases published. Maturity bonus: 8.0y old. Score: 1.1/10

API Design & DXw: 20%
6.3

Stars/issues ratio: 730. No dedicated API docs. No license specified. Popularity signal: 4,380 stars. Score: 6.3/10

Production Readinessw: 15%
3.6

Battle-tested: 4,380 stars. Peer review: 3 contributors. No versioned releases. No license (risky for production). Age: 8.0 years. Maintenance: last commit 523d ago. Score: 3.6/10

Ecosystem Integrationw: 10%
5.5

Fork interest: 692. No license (integration risk). Adoption: 4,380 stars. Score: 5.5/10

Tags
angularjsc-plus-pluscaffe2convert-pytorch-modelsdeep-learningdeep-neural-networksflaskkerasmodel-servingmxnet
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration