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mizorewww/laya-mlx

Emergingrank #139

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

6.4k+9.8k · 7d 505 52est. Apache-2.0Pythonpushed 5d ago
Compare View on GitHub

Composite

70

conf 65%

Momentum

78

conf 60%

Vitality (PVI)

66

conf 67%

Community

58

conf 60%

Security & maint.

82

conf 85%

Ecosystem influence

59

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

69%

conf 71%

Executive summary

laya-mlx is currently classified as emerging with a composite score of 70/100. Momentum (78) and vitality (66) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 9,788 stars against a 6.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 69%.

90-day trajectory

+39.7k · 30d
2026-06-302026-09-27

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%100
Star accelerationest.15%53
Fork velocityest.10%100
Contributor growthest.10%58
Issue activity growthest.10%48
PR activity growthest.10%59
External mention velocityest.10%100
Release event impactest.5%85
Trending-rank persistenceest.5%84

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

Project Vitality Index

Commit consistency20%83
Release cadenceest.15%72
PR responsivenessest.15%44
Issue responsivenessest.15%72
Contributor diversityest.10%64
Maintainer continuityest.10%42
Documentation qualityest.5%65
Dependency freshnessest.5%78
Security hygieneest.5%60

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

Security & maintenance

Release recency25%87
License clarity20%92
Maintenance status25%83
Dependency stalenessest.15%66
Bus factorest.15%70

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

Ecosystem influence

Dependent repositoriesest.30%69
Quality-weighted dependentsest.20%57
Documentation citationsest.15%53
Contributor overlapest.15%40
Registry adoptionest.10%33
Topic centralityest.10%100

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