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keras-team/keras

Establishedrank #109

Deep Learning for humans

64.4k+370 · 7d 19.8k 543est. Apache-2.0Pythonpushed 3h ago
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Composite

72

conf 65%

Momentum

61

conf 60%

Vitality (PVI)

77

conf 67%

Community

59

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

79

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

62%

conf 71%

Executive summary

keras is currently classified as established with a composite score of 72/100. Momentum (61) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 370 stars against a 64.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 62%.

90-day trajectory

+1.4k · 30d
2026-07-122026-10-09

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%71
Star accelerationest.15%58
Fork velocityest.10%58
Contributor growthest.10%100
Issue activity growthest.10%65
PR activity growthest.10%65
External mention velocityest.10%5
Release event impactest.5%65
Trending-rank persistenceest.5%36

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%77
PR responsivenessest.15%57
Issue responsivenessest.15%59
Contributor diversityest.10%100
Maintainer continuityest.10%85
Documentation qualityest.5%78
Dependency freshnessest.5%62
Security hygieneest.5%41

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%87
Bus factorest.15%80

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%87
Documentation citationsest.15%49
Contributor overlapest.15%54
Registry adoptionest.10%66
Topic centralityest.10%100

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