Decision Workspace
imbalanced-sampling vs rust-imbalanced-learn vs imbalanced-core
Side-by-side comparison of Rust crates
41
imbalanced-sampling
experimentalv0.1.0
Resampling algorithms for imbalanced datasets in Rust - SMOTE, ADASYN, RandomUnderSampler
39
rust-imbalanced-learn
experimentalv0.1.0
High-performance resampling techniques for imbalanced datasets in Rust
44
imbalanced-core
experimentalv0.1.0
Core traits and abstractions for imbalanced learning in Rust
Core Metrics
| imbalanced-sampling | rust-imbalanced-learn | imbalanced-core | |
|---|---|---|---|
| Health Score | 41 | 39 | 44 |
| Total Downloads | 773 | 467 | 914 |
| 30d Downloads | 40 | 3 | 57 |
| Dependents | 2 | 0 | 3 |
| Releases | 1 | 1 | 1 |
| Last Updated | 255d ago | 255d ago | 255d ago |
| Age | 8m | 8m | 8m |
Health Breakdown
imbalanced-sampling
Maintenance
4
Quality
14
Community
7
Popularity
3
Documentation
13
rust-imbalanced-learn
Maintenance
4
Quality
13
Community
6
Popularity
3
Documentation
13
imbalanced-core
Maintenance
4
Quality
15
Community
8
Popularity
4
Documentation
13
Technical Details
| imbalanced-sampling | rust-imbalanced-learn | imbalanced-core | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.0 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 11 | 4 | 7 |
| Crate Size | 18KB | 17KB | 8KB |
| Features | 2 | 0 | 3 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •imbalanced-core leads with a health score of 44/100, but none of the options score above 80.