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facebookresearch/faiss

Establishedrank #167

A library for efficient similarity search and clustering of dense vectors.

41.2k+234 · 7d 4.6k 202est. MITC++pushed 2h ago
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Composite

71

conf 65%

Momentum

60

conf 60%

Vitality (PVI)

77

conf 67%

Community

63

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

69

conf 60%

Opportunity

57

conf 60%

Breakout · 7d

51%

conf 71%

Executive summary

faiss is currently classified as established with a composite score of 71/100. Momentum (60) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 234 stars against a 41.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 51%.

90-day trajectory

+972 · 30d
2026-07-312026-10-28

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%66
Star accelerationest.15%52
Fork velocityest.10%54
Contributor growthest.10%67
Issue activity growthest.10%89
PR activity growthest.10%72
External mention velocityest.10%5
Release event impactest.5%85
Trending-rank persistenceest.5%64

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%79
PR responsivenessest.15%75
Issue responsivenessest.15%47
Contributor diversityest.10%85
Maintainer continuityest.10%70
Documentation qualityest.5%61
Dependency freshnessest.5%85
Security hygieneest.5%81

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%71
Bus factorest.15%88

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

Ecosystem influence

Dependent repositoriesest.30%89
Quality-weighted dependentsest.20%76
Documentation citationsest.15%61
Contributor overlapest.15%64
Registry adoptionest.10%74
Topic centralityest.10%9

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