Decision Workspace
petal-decomposition vs nabled-linalg vs sklears-decomposition
Side-by-side comparison of Rust crates
54
petal-decomposition
growingv0.9.0
Matrix decomposition algorithms including PCA (principal component analysis) and ICA (independent component analysis)
61
nabled-linalg
experimentalv0.0.11
Ndarray-native linear algebra algorithms for nabled
58
sklears-decomposition
experimentalv0.1.2
Matrix decomposition algorithms for sklears: PCA, ICA, NMF, SVD
Core Metrics
| petal-decomposition | nabled-linalg | sklears-decomposition | |
|---|---|---|---|
| Health Score | 54 | 61 | 58 |
| Total Downloads | 24.0K | 780 | 558 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 8 | 37 | 7 |
| Releases | 14 | 10 | 7 |
| Last Updated | 223d ago | 41d ago | 14d ago |
| Age | 6y 1m | 4m | 9m |
Health Breakdown
petal-decomposition
Maintenance
7
Quality
16
Community
11
Popularity
5
Documentation
15
nabled-linalg
Maintenance
16
Quality
15
Community
12
Popularity
3
Documentation
15
sklears-decomposition
Maintenance
21
Quality
14
Community
8
Popularity
3
Documentation
12
Technical Details
| petal-decomposition | nabled-linalg | sklears-decomposition | |
|---|---|---|---|
| Version | 0.9.0 | 0.0.11 | 0.1.2 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 17 | 15 | 15 |
| Crate Size | 35KB | 198KB | 299KB |
| Features | 11 | 11 | 7 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | 1.83 | 1.92 | 1.89 |
| Owners | 2 | 2 | 1 |
Links
Quick Verdict
- •nabled-linalg leads with a health score of 61/100, but none of the options score above 80.
- •petal-decomposition has the most downloads (24.0K), suggesting wider adoption.