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HKUDS/DeepTutor

Establishedrank #37

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

44.9k+9.2k · 7d 5.7k 257est. Apache-2.0Pythonpushed 2h ago
Compare View on GitHub

Composite

76

conf 65%

Momentum

73

conf 60%

Vitality (PVI)

72

conf 67%

Community

70

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

78

conf 60%

Opportunity

69

conf 60%

Breakout · 7d

65%

conf 71%

Executive summary

DeepTutor is currently classified as established with a composite score of 76/100. Momentum (73) and vitality (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 9,205 stars against a 44.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 65%.

90-day trajectory

+30.2k · 30d
2026-07-302026-10-27

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%98
Star accelerationest.15%57
Fork velocityest.10%99
Contributor growthest.10%60
Issue activity growthest.10%57
PR activity growthest.10%47
External mention velocityest.10%72
Release event impactest.5%65
Trending-rank persistenceest.5%60

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%82
PR responsivenessest.15%37
Issue responsivenessest.15%56
Contributor diversityest.10%89
Maintainer continuityest.10%71
Documentation qualityest.5%64
Dependency freshnessest.5%45
Security hygieneest.5%84

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%48
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%91
Quality-weighted dependentsest.20%84
Documentation citationsest.15%54
Contributor overlapest.15%72
Registry adoptionest.10%46
Topic centralityest.10%100

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