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xlite-dev/LeetCUDA

Decliningrank #106

An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.

12.1k+30 · 7d 1.3k 84est. GPL-3.0Cudapushed 2h ago
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Composite

64

conf 65%

Momentum

37

conf 60%

Vitality (PVI)

79

conf 67%

Community

59

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

71

conf 60%

Opportunity

54

conf 60%

Breakout · 7d

8%

conf 71%

Executive summary

LeetCUDA is currently classified as declining with a composite score of 64/100. Momentum (37) and vitality (79) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 30 stars against a 12.1k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 8%.

90-day trajectory

+194 · 30d
2026-08-012026-10-29

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%41
Star accelerationest.15%33
Fork velocityest.10%30
Contributor growthest.10%51
Issue activity growthest.10%9
PR activity growthest.10%56
External mention velocityest.10%2
Release event impactest.5%75
Trending-rank persistenceest.5%69

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%73
PR responsivenessest.15%58
Issue responsivenessest.15%92
Contributor diversityest.10%71
Maintainer continuityest.10%88
Documentation qualityest.5%89
Dependency freshnessest.5%75
Security hygieneest.5%37

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%60
Bus factorest.15%79

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%78
Quality-weighted dependentsest.20%74
Documentation citationsest.15%49
Contributor overlapest.15%65
Registry adoptionest.10%59
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption