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isaac-sim/IsaacLab

Establishedrank #87

Unified framework for robot learning with multi-physics/renderer support

8.3k+70 · 7d 3.9k 136est. BSD-3-ClausePythonpushed 31m ago
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Composite

67

conf 65%

Momentum

52

conf 60%

Vitality (PVI)

76

conf 67%

Community

63

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

66

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

58%

conf 71%

Executive summary

IsaacLab is currently classified as established with a composite score of 67/100. Momentum (52) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 70 stars against a 8.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 58%.

90-day trajectory

+260 · 30d
2026-07-112026-10-08

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%51
Star accelerationest.15%58
Fork velocityest.10%34
Contributor growthest.10%82
Issue activity growthest.10%72
PR activity growthest.10%47
External mention velocityest.10%8
Release event impactest.5%69
Trending-rank persistenceest.5%56

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%56
PR responsivenessest.15%87
Issue responsivenessest.15%52
Contributor diversityest.10%79
Maintainer continuityest.10%87
Documentation qualityest.5%82
Dependency freshnessest.5%59
Security hygieneest.5%55

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%53
Bus factorest.15%70

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

Ecosystem influence

Dependent repositoriesest.30%88
Quality-weighted dependentsest.20%65
Documentation citationsest.15%52
Contributor overlapest.15%27
Registry adoptionest.10%55
Topic centralityest.10%91

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