Decision Workspace
sklears vs sklears-simd vs ferrolearn
Side-by-side comparison of Rust crates
51
sklears
experimentalv0.1.0
A comprehensive machine learning library in Rust, inspired by scikit-learn
57
sklears-simd
experimentalv0.1.0
High-performance SIMD acceleration primitives for the Sklears machine learning ecosystem
49
ferrolearn
experimentalv0.2.0
A scikit-learn equivalent for Rust — re-export crate
Core Metrics
| sklears | sklears-simd | ferrolearn | |
|---|---|---|---|
| Health Score | 51 | 57 | 49 |
| Total Downloads | 794 | 541 | 71 |
| 30d Downloads | 42 | 80 | 71 |
| Dependents | 0 | 9 | 0 |
| Releases | 6 | 5 | 5 |
| Last Updated | 7d ago | 7d ago | 2d ago |
| Age | 9m | 5m | 22d |
Health Breakdown
sklears
Maintenance
22
Quality
8
Community
6
Popularity
3
Documentation
12
sklears-simd
Maintenance
21
Quality
12
Community
9
Popularity
3
Documentation
12
ferrolearn
Maintenance
13
Quality
11
Community
11
Popularity
2
Documentation
12
Technical Details
| sklears | sklears-simd | ferrolearn | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.0 | 0.2.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 46 | 11 | 17 |
| Crate Size | 70KB | 717KB | 18KB |
| Features | 41 | 4 | 0 |
| Yanked % | 33.3% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | 1.70 | 1.70 | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •sklears-simd leads with a health score of 57/100, but none of the options score above 80.
- •sklears has the most downloads (794), suggesting wider adoption.