Decision Workspace
imbalanced-metrics vs ferrolearn-metrics vs aprender
Side-by-side comparison of Rust crates
42
imbalanced-metrics
experimentalv0.1.0
Performance metrics for imbalanced learning in Rust - F1, precision, recall, confusion matrix
54
ferrolearn-metrics
experimentalv0.2.0
Classification and regression metrics for the ferrolearn ML framework
63
aprender
experimentalv0.27.5
Next-generation machine learning library in pure Rust
Core Metrics
| imbalanced-metrics | ferrolearn-metrics | aprender | |
|---|---|---|---|
| Health Score | 42 | 54 | 63 |
| Total Downloads | 745 | 62 | 49.1K |
| 30d Downloads | 41 | 62 | 10.0K |
| Dependents | 2 | 8 | 327 |
| Releases | 1 | 2 | 53 |
| Last Updated | 255d ago | 2d ago | 14d ago |
| Age | 8m | 22d | 4m |
Health Breakdown
imbalanced-metrics
Maintenance
4
Quality
15
Community
7
Popularity
3
Documentation
13
ferrolearn-metrics
Maintenance
14
Quality
12
Community
14
Popularity
2
Documentation
12
aprender
Maintenance
18
Quality
11
Community
13
Popularity
6
Documentation
15
Technical Details
| imbalanced-metrics | ferrolearn-metrics | aprender | |
|---|---|---|---|
| Version | 0.1.0 | 0.2.0 | 0.27.5 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT |
| Dependencies | 5 | 8 | 46 |
| Crate Size | 7KB | 60KB | 2.9MB |
| Features | 2 | 0 | 31 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | — | 1.85 | 1.89 |
| Owners | 1 | 3 (team) | 1 |
Links
Quick Verdict
- •aprender leads with a health score of 63/100, but none of the options score above 80.
- •aprender is depended on by 327 crates — strongest ecosystem trust.