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tile-ai/tilelang

Coolingrank #194

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

8k+911 · 7d 805 55est. NOASSERTIONPythonpushed 1d ago
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Composite

62

conf 65%

Momentum

47

conf 60%

Vitality (PVI)

76

conf 67%

Community

55

conf 60%

Security & maint.

78

conf 85%

Ecosystem influence

58

conf 60%

Opportunity

62

conf 60%

Breakout · 7d

8%

conf 71%

Executive summary

tilelang is currently classified as cooling with a composite score of 62/100. Momentum (47) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 911 stars against a 8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 8%.

90-day trajectory

+3k · 30d
2026-07-042026-10-01

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%53
Star accelerationest.15%31
Fork velocityest.10%36
Contributor growthest.10%67
Issue activity growthest.10%64
PR activity growthest.10%62
External mention velocityest.10%9
Release event impactest.5%65
Trending-rank persistenceest.5%42

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

Project Vitality Index

Commit consistency20%96
Release cadenceest.15%84
PR responsivenessest.15%76
Issue responsivenessest.15%53
Contributor diversityest.10%65
Maintainer continuityest.10%87
Documentation qualityest.5%70
Dependency freshnessest.5%51
Security hygieneest.5%84

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%97
License clarity20%30
Maintenance status25%96
Dependency stalenessest.15%82
Bus factorest.15%76

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

Ecosystem influence

Dependent repositoriesest.30%73
Quality-weighted dependentsest.20%57
Documentation citationsest.15%36
Contributor overlapest.15%74
Registry adoptionest.10%53
Topic centralityest.10%24

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