Decision Workspace
ngboost-rs vs lightgbm3 vs sklears-ensemble
Side-by-side comparison of Rust crates
53
ngboost-rs
experimentalv1.1.1
Natural Gradient Boosting for Probabilistic Prediction - A Rust implementation of NGBoost
61
lightgbm3
stablev1.0.10
Rust bindings for LightGBM library
59
sklears-ensemble
experimentalv0.1.0
Ensemble methods for sklears: Random Forest, Gradient Boosting, AdaBoost
Core Metrics
| ngboost-rs | lightgbm3 | sklears-ensemble | |
|---|---|---|---|
| Health Score | 53 | 61 | 59 |
| Total Downloads | 112 | 59.5K | 461 |
| 30d Downloads | 9 | 8.3K | 76 |
| Dependents | 0 | 0 | 12 |
| Releases | 7 | 10 | 5 |
| Last Updated | 67d ago | 65d ago | 7d ago |
| Age | 2m | 2y 9m | 5m |
Health Breakdown
ngboost-rs
Maintenance
15
Quality
17
Community
6
Popularity
2
Documentation
13
lightgbm3
Maintenance
14
Quality
22
Community
6
Popularity
6
Documentation
13
sklears-ensemble
Maintenance
21
Quality
14
Community
9
Popularity
3
Documentation
12
Technical Details
| ngboost-rs | lightgbm3 | sklears-ensemble | |
|---|---|---|---|
| Version | 1.1.1 | 1.0.10 | 0.1.0 |
| Stable (≥1.0) | ✓ Yes | ✓ Yes | ✗ No |
| License | MIT | MIT | Apache-2.0 |
| Dependencies | 14 | 6 | 10 |
| Crate Size | 116KB | 36KB | 198KB |
| Features | 5 | 5 | 6 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2021 |
| MSRV | — | — | 1.70 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •lightgbm3 leads with a health score of 61/100, but none of the options score above 80.
- •sklears-ensemble is pre-1.0 — API may change.