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lightgbm

#804 · by microsoft
3.24/ 5.00
trustedBeta
Mar 3, 2026 at 7:21 AM6 signals analysedNo manual reviews · fully automated
Trust Signal Breakdown
high3 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

3 of 3 sub-signals with data

Known CVEs40%4.7

1 CVE(s) found — 0 unpatched

via OSV.dev

Dependency Health30%5.0

8 dependencies (minimal)

via npm / PyPI

Supply Chain30%4.8

35 transitive CVEs found (penalty: -0.25)

via npm provenance

Uptime, latency, error rates, and incident history

0 of 0 sub-signals with data

Commit recency, release cadence, issue response, CI/CD

0 of 0 sub-signals with data

Downloads, stars, dependents, and growth trajectory

0 of 0 sub-signals with data

License, documentation, security policy, changelog

0 of 0 sub-signals with data

Track record, org maturity, community standing

0 of 0 sub-signals with data

About this score
Scored across 3 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)
Trust AssessmentAI Assessment

Microsoft's fast gradient boosting framework for machine learning that handles large-scale data with efficient memory usage and high accuracy on tabular datasets.

Package Availability (30d)
100.00%
p50: 20ms · p99: 62ms
Avg Latency
28ms
averaged across 30d health checks
Weekly Downloads
no package registry data
Incidents & Alertslast 90 days
Mar 1Trust score decreased by 1.363.24
Feb 26Critical CVE detected — patched in v4.6.04.63
Feb 26Critical CVE detected — patched in v4.6.04.63
Feb 26Critical CVE detected — patched in v4.6.04.63
Feb 26Critical CVE detected — patched in v4.6.04.60
Feb 26Critical CVE detected — patched in v4.6.04.60
Showing 6 of 20 events
Score History90 snapshots
5.003.752.501.250.00
Feb 22Feb 26
Supply Chain & Dependenciestrust chain
cffi
pypi · >=1.15.1; extra == "arrow"
dask
pypi · * · 1 CVE1L
numpy
pypi · >=1.17.0 · 16 CVEs8L4H3M1C
pandas
pypi · >=0.24.0; extra == "pandas" · 1 CVE1L
pyarrow
pypi · >=6.0.1; extra == "arrow" · 7 CVEs4L2H1C
scikit-learn
pypi · >=0.24.2; extra == "scikit-learn" · 6 CVEs2L2H1M1C
Showing 6 of 7 dependencies
Data Sources6 indexed
Version Historyscore per release
VERSIONRELEASEDSCOREDELTA
v4.6.0Feb 15, 20254.63
v4.5.0Jul 25, 20244.63
v4.4.0Jun 15, 20244.63
v4.3.0Jan 26, 20244.63
v4.2.0Dec 21, 20234.63
v4.1.0Sep 12, 20234.63
Showing 6 of 10 releases

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