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ml-explore/mlx

Establishedrank #33

MLX: An array framework for Apple silicon

29k+438 · 7d 2.4k 141est. MITC++pushed 42m ago
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Composite

69

conf 65%

Momentum

61

conf 60%

Vitality (PVI)

74

conf 67%

Community

58

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

67

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

48%

conf 71%

Executive summary

mlx is currently classified as established with a composite score of 69/100. Momentum (61) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 438 stars against a 29k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 48%.

90-day trajectory

+1.9k · 30d
2026-08-022026-10-30

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%73
Star accelerationest.15%50
Fork velocityest.10%67
Contributor growthest.10%64
Issue activity growthest.10%74
PR activity growthest.10%51
External mention velocityest.10%14
Release event impactest.5%84
Trending-rank persistenceest.5%72

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%69
PR responsivenessest.15%57
Issue responsivenessest.15%59
Contributor diversityest.10%80
Maintainer continuityest.10%74
Documentation qualityest.5%75
Dependency freshnessest.5%89
Security hygieneest.5%55

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%59
Bus factorest.15%65

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

Ecosystem influence

Dependent repositoriesest.30%83
Quality-weighted dependentsest.20%61
Documentation citationsest.15%44
Contributor overlapest.15%69
Registry adoptionest.10%55
Topic centralityest.10%76

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