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NandhaKishorM/laya

Establishedrank #38

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

26.3k+56.6k · 7d 2.3k 146est. Apache-2.0Pythonpushed 20h ago

Compare View on GitHub

Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

52%

conf 71%

Executive summary

laya is currently classified as established with a composite score of 75/100. Momentum (80) and vitality (69) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 56,578 stars against a 26.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 52%.

90-day trajectory

+254.4k · 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%48

Fork velocityest.10%100

Contributor growthest.10%64

Issue activity growthest.10%73

PR activity growthest.10%71

External mention velocityest.10%100

Release event impactest.5%83

Trending-rank persistenceest.5%54

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

Project Vitality Index

Commit consistency20%97

Release cadenceest.15%81

PR responsivenessest.15%48

Issue responsivenessest.15%56

Contributor diversityest.10%80

Maintainer continuityest.10%48

Documentation qualityest.5%56

Dependency freshnessest.5%51

Security hygieneest.5%80

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

Security & maintenance

Release recency25%98

License clarity20%92

Maintenance status25%97

Dependency stalenessest.15%51

Bus factorest.15%88

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

Ecosystem influence

Dependent repositoriesest.30%83

Quality-weighted dependentsest.20%80

Documentation citationsest.15%51

Contributor overlapest.15%41

Registry adoptionest.10%42

Topic centralityest.10%100

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