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josephmisiti/awesome-machine-learning

https://github.com/josephmisiti/awesome-machine-learning · scanned 2026-06-05 08:08 UTC (5 days, 21 hours ago) · 10 languages

18 raw signals (6 security + 12 graph) 76th percentile · Python · tiny (<2K LoC) System graph score 81 (lower by 7)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 21 hours ago · v2 · 10 actionable findings from 2 signal sources. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
74.2
/100
Security checks
68
4 findings
System graph
81
66.7% cov · 6 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 30.0 0.15 4.50
security_score 100.0 0.25 25.00
testing_score 70.0 0.20 14.00
documentation_score 75.0 0.15 11.25
practices_score 70.0 0.15 10.50
code_quality 80.0 0.10 8.00
Overall 1.00 73.2
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 5 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 4 System graph 6 Crowd 0 Layer: Quality 3 Software 3 Api 1 Frontend 1 Security 1 Cicd 1

All 11 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
README.md software healthy README.md
ml-curriculum.md software healthy ml-curriculum.md
books.md software healthy books.md
events.md software healthy events.md
courses.md software healthy courses.md
blogs.md software healthy blogs.md
meetups.md software healthy meetups.md
pull_R_packages.py software warning scripts/pull_R_packages.py
requirements.txt software healthy scripts/requirements.txt

LabelLayerStatusPath
repobility-clone-lumskqj5 software healthy /tmp/repobility-clone-lumskqj5

LabelLayerStatusPath
scripts software healthy scripts
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