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shiyu-coder/Kronos

Establishedrank #194

Kronos: A Foundation Model for the Language of Financial Markets

41.3k+2.1k · 7d 6.9k 233est. MITPythonpushed 6mo ago
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Composite

56

conf 65%

Momentum

55

conf 60%

Vitality (PVI)

53

conf 67%

Community

67

conf 60%

Security & maint.

45

conf 85%

Ecosystem influence

64

conf 60%

Opportunity

60

conf 60%

Breakout · 7d

17%

conf 71%

Executive summary

Kronos is currently classified as established with a composite score of 56/100. Momentum (55) and vitality (53) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 2,059 stars against a 41.3k-star base. Risk is assessed as elevated; the interpretable model puts its probability of entering the top trend cohort within 7 days at 17%.

90-day trajectory

+6.7k · 30d
2026-07-222026-10-19

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%77
Star accelerationest.15%34
Fork velocityest.10%67
Contributor growthest.10%69
Issue activity growthest.10%46
PR activity growthest.10%66
External mention velocityest.10%13
Release event impactest.5%33
Trending-rank persistenceest.5%50

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

Project Vitality Index

Commit consistency20%0
Release cadenceest.15%37
PR responsivenessest.15%87
Issue responsivenessest.15%57
Contributor diversityest.10%88
Maintainer continuityest.10%69
Documentation qualityest.5%85
Dependency freshnessest.5%67
Security hygieneest.5%56

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

Security & maintenance

Release recency25%0
License clarity20%92
Maintenance status25%0
Dependency stalenessest.15%82
Bus factorest.15%93

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

Ecosystem influence

Dependent repositoriesest.30%93
Quality-weighted dependentsest.20%66
Documentation citationsest.15%34
Contributor overlapest.15%76
Registry adoptionest.10%43
Topic centralityest.10%20

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