Decision Workspace
imbalanced-core vs ferrolearn vs bmls
Side-by-side comparison of Rust crates
44
imbalanced-core
experimentalv0.1.0
Core traits and abstractions for imbalanced learning in Rust
49
ferrolearn
experimentalv0.2.0
A scikit-learn equivalent for Rust — re-export crate
48
bmls
growingv1.1.1
Basic Machine Learning Subsystems
Core Metrics
| imbalanced-core | ferrolearn | bmls | |
|---|---|---|---|
| Health Score | 44 | 49 | 48 |
| Total Downloads | 914 | 71 | 3.4K |
| 30d Downloads | 60 | 71 | 24 |
| Dependents | 3 | 0 | 3 |
| Releases | 1 | 5 | 2 |
| Last Updated | 255d ago | 2d ago | 816d ago |
| Age | 8m | 22d | 2y 4m |
Health Breakdown
imbalanced-core
Maintenance
4
Quality
15
Community
8
Popularity
4
Documentation
13
ferrolearn
Maintenance
13
Quality
11
Community
11
Popularity
2
Documentation
12
bmls
Maintenance
4
Quality
19
Community
8
Popularity
4
Documentation
13
Technical Details
| imbalanced-core | ferrolearn | bmls | |
|---|---|---|---|
| Version | 0.1.0 | 0.2.0 | 1.1.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✓ Yes |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 7 | 17 | 7 |
| Crate Size | 8KB | 18KB | 630KB |
| Features | 3 | 0 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | — | 1.85 | — |
| Owners | 1 | 3 (team) | 1 |
Links
Quick Verdict
- •ferrolearn leads with a health score of 49/100, but none of the options score above 80.
- •bmls has the most downloads (3.4K), suggesting wider adoption.
- •⚠ bmls has not been updated in over a year.
- •imbalanced-core, ferrolearn are pre-1.0 — API may change.