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jax-ml/jax

Establishedrank #113

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

36.5k+144 · 7d 4k 219est. Apache-2.0Pythonpushed 2m ago
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Composite

69

conf 65%

Momentum

56

conf 60%

Vitality (PVI)

73

conf 67%

Community

64

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

44%

conf 71%

Executive summary

jax is currently classified as established with a composite score of 69/100. Momentum (56) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 144 stars against a 36.5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 44%.

90-day trajectory

+628 · 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%60
Star accelerationest.15%49
Fork velocityest.10%45
Contributor growthest.10%85
Issue activity growthest.10%93
PR activity growthest.10%53
External mention velocityest.10%4
Release event impactest.5%72
Trending-rank persistenceest.5%42

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%81
PR responsivenessest.15%63
Issue responsivenessest.15%41
Contributor diversityest.10%87
Maintainer continuityest.10%77
Documentation qualityest.5%68
Dependency freshnessest.5%64
Security hygieneest.5%50

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%52
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%88
Quality-weighted dependentsest.20%75
Documentation citationsest.15%47
Contributor overlapest.15%77
Registry adoptionest.10%60
Topic centralityest.10%56

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