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huggingface/candle

Establishedrank #106

Minimalist ML framework for Rust

21.2k+367 · 7d 1.8k 145est. Apache-2.0Rustpushed 1h ago
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Composite

71

conf 65%

Momentum

65

conf 60%

Vitality (PVI)

76

conf 67%

Community

59

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

66

conf 60%

Opportunity

69

conf 60%

Breakout · 7d

60%

conf 71%

Executive summary

candle is currently classified as established with a composite score of 71/100. Momentum (65) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 367 stars against a 21.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 60%.

90-day trajectory

+1.4k · 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%71
Star accelerationest.15%55
Fork velocityest.10%59
Contributor growthest.10%59
Issue activity growthest.10%86
PR activity growthest.10%81
External mention velocityest.10%16
Release event impactest.5%90
Trending-rank persistenceest.5%83

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%92
PR responsivenessest.15%55
Issue responsivenessest.15%50
Contributor diversityest.10%80
Maintainer continuityest.10%84
Documentation qualityest.5%62
Dependency freshnessest.5%70
Security hygieneest.5%67

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%86

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

Ecosystem influence

Dependent repositoriesest.30%81
Quality-weighted dependentsest.20%78
Documentation citationsest.15%61
Contributor overlapest.15%78
Registry adoptionest.10%43
Topic centralityest.10%11

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