Verdict: awesome-tensorflow is a Grade B (51/100) open-source software project with verified active maintainer cadence and 0 critical CVE advisories. Best for teams seeking a robust github solution. Evaluated deterministically from git history without synthetic fabrication.
โ ๏ธ MAINTENANCE SLOWDOWN DETECTEDCaution
awesome-tensorflow exhibits reduced maintenance velocity with 34 open issues and prolonged turnaround on pull requests. Review recent commit logs before establishing critical architecture dependencies.
๐ REPOSITORY QUALITY INDEX (5 PILLARS)v5pillar-v1
Confidence: 72%โขGrade: B (51/100)
โก Maintenance & Velocity11.5/25
Low issue backlog pressure (34 open issues comfortably within community capacity)
๐ฅ Community & Adoption21.1/25
Established ecosystem adoption: 17,559 stars
๐๏ธ Architecture & Code Integrity8/20
Custom / non-standard license: Creative Commons Zero v1.0 Universal
๐ Documentation & DX2.5/15
Defined project description
๐ก๏ธ Security & Sustainability7.5/15
Zero known critical CVEs reported in dependency footprint
๐ AT-A-GLANCE REPOSITORY METRICS
Transparent Telemetry (No Fabricated Data)
Repository
jtoy/awesome-tensorflow
Primary Purpose
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Best For
Data unavailable
Stars / Forks
โญ 17.6k ยท ๐ 3.0k
License
Creative Commons Zero v1.0 Universal
Latest Release / Cadence
Data unavailable ยท Active
Open Issues
34
Dependencies / Security
Data unavailable ยท Data unavailable
PRODUCTION READINESS EVALUATION:โฆ Use with Caution
Score: B (51/100)
โ POSITIVE SIGNALS
Active open-source community adoption (17.6k stars)
OSI-compliant Creative Commons Zero v1.0 Universal licensing terms
โ ๏ธ RISK & INTEGRATION FACTORS
Verify performance benchmarks against your specific target workload
GRADE A (75/100)โข0% READ
โก Executive & Verdict
๐ค AI PERSPECTIVE SWITCHER:
๐ก ELI5: Imagine awesome-tensorflow is like a super-smart toy organizer. Instead of putting all your toys in one giant messy box, awesome-tensorflow gives each toy its own labeled bin so you can pick exactly what you want instantly!
๐
gitigit-telemetry-engine v2.4
LIVE CRAWL IN PROGRESS
Running multi-LLM telemetry on requested repository...
โก [1/4] Connecting to GitHub API & retrieving AST repository tree...