Decision Workspace
gradientlss vs lightgbm3 vs lgbm
Side-by-side comparison of Rust crates
40
gradientlss
experimentalv0.1.0
Distributional Gradient Boosting for Location, Scale, and Shape
61
lightgbm3
stablev1.0.10
Rust bindings for LightGBM library
50
lgbm
growingv0.0.6
Unofficial Rust bindings for LightGBM
Core Metrics
| gradientlss | lightgbm3 | lgbm | |
|---|---|---|---|
| Health Score | 40 | 61 | 50 |
| Total Downloads | 19 | 59.5K | 14.3K |
| 30d Downloads | 4 | 8.3K | 1.6K |
| Dependents | 0 | 0 | 44 |
| Releases | 1 | 10 | 6 |
| Last Updated | 68d ago | 65d ago | 231d ago |
| Age | 2m | 2y 9m | 2y 9m |
Health Breakdown
gradientlss
Maintenance
9
Quality
13
Community
6
Popularity
2
Documentation
10
lightgbm3
Maintenance
14
Quality
22
Community
6
Popularity
6
Documentation
13
lgbm
Maintenance
8
Quality
14
Community
10
Popularity
5
Documentation
13
Technical Details
| gradientlss | lightgbm3 | lgbm | |
|---|---|---|---|
| Version | 0.1.0 | 1.0.10 | 0.0.6 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT | MIT | MIT |
| Dependencies | 22 | 6 | 6 |
| Crate Size | 114KB | 36KB | 17KB |
| Features | 6 | 5 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2024 |
| MSRV | — | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •lightgbm3 leads with a health score of 61/100, but none of the options score above 80.
- •gradientlss, lgbm are pre-1.0 — API may change.