Decision Workspace
ferrolearn-model-sel vs sklears-model-selection vs optimizer
Side-by-side comparison of Rust crates
56
ferrolearn-model-sel
experimentalv0.2.0
Model selection utilities for the ferrolearn ML framework
58
sklears-model-selection
experimentalv0.1.0
Model selection utilities for sklears: cross-validation, grid search, train-test split
51
optimizer
experimentalv1.0.0
Bayesian and population-based optimization library with an Optuna-like API for hyperparameter tuning and black-box optimization
Core Metrics
| ferrolearn-model-sel | sklears-model-selection | optimizer | |
|---|---|---|---|
| Health Score | 56 | 58 | 51 |
| Total Downloads | 80 | 489 | 406 |
| 30d Downloads | 80 | 79 | 246 |
| Dependents | 5 | 12 | 0 |
| Releases | 4 | 5 | 5 |
| Last Updated | 2d ago | 7d ago | 42d ago |
| Age | 22d | 5m | 1m |
Health Breakdown
ferrolearn-model-sel
Maintenance
16
Quality
13
Community
13
Popularity
2
Documentation
12
sklears-model-selection
Maintenance
21
Quality
13
Community
9
Popularity
3
Documentation
12
optimizer
Maintenance
10
Quality
17
Community
6
Popularity
3
Documentation
15
Technical Details
| ferrolearn-model-sel | sklears-model-selection | optimizer | |
|---|---|---|---|
| Version | 0.2.0 | 0.1.0 | 1.0.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✓ Yes |
| License | MIT OR Apache-2.0 | Apache-2.0 | MIT |
| Dependencies | 6 | 12 | 15 |
| Crate Size | 66KB | 728KB | 248KB |
| Features | 0 | 5 | 9 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2024 |
| MSRV | 1.85 | 1.70 | 1.89 |
| Owners | 3 (team) | 1 | 1 |
Links
Quick Verdict
- •sklears-model-selection leads with a health score of 58/100, but none of the options score above 80.
- •ferrolearn-model-sel, sklears-model-selection are pre-1.0 — API may change.