STACKQUADRANT

neuralmagic/deepsparse

Inference Engines

Sparsity-aware deep learning inference runtime for CPUs

5.9
GitHub Metrics
Stars
3.2k
Forks
192
Open Issues
1
Watchers
13
Contributors
42
Weekly Commits
0
Language
Python
License
NOASSERTION
Last Commit
Jun 2, 2025
Created
Dec 14, 2020
Latest Release
v1.9.0
Release Date
Jun 2, 2025
Synced: Jun 3, 2026
Quality Scores
Documentation Qualityw: 20%
6.8

Has docs site (https://neuralmagic.com/deepsparse/). Description: 55 chars. Stars signal: 3,160. Contributors: 42. Score: 6.8/10

Community Healthw: 20%
6.3

Stars: 3,160. Contributors: 42. Watchers: 13. Forks: 192. Issue ratio: 0.0%. Score: 6.3/10

Maintenance Velocityw: 15%
0.8

Last commit: 366d ago. Weekly commits: 0. Latest release: v1.9.0. Maturity bonus: 5.5y old. Score: 0.8/10

API Design & DXw: 20%
7.6

Stars/issues ratio: 3160. Dynamic language: Python. Has documentation site. License: NOASSERTION. Popularity signal: 3,160 stars. Score: 7.6/10

Production Readinessw: 15%
6.1

Battle-tested: 3,160 stars. Peer review: 42 contributors. Versioned: v1.9.0. Licensed: NOASSERTION. Age: 5.5 years. Maintenance: last commit 366d ago. Score: 6.1/10

Ecosystem Integrationw: 10%
6.8

Fork interest: 192. Major ecosystem: Python. License: NOASSERTION. Adoption: 3,160 stars. Has web presence. Score: 6.8/10

Tags
computer-visioncpusdeepsparseinferencellm-inferencemachinelearningnlpobject-detectiononnxperformance
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration