Decision Workspace
efficient_pca vs genomic_pca vs ferrolearn-decomp
Side-by-side comparison of Rust crates
48
efficient_pca
growingv0.1.8
Principal component computation using SVD and covariance matrix trick
33
genomic_pca
growingv0.0.1
A CLI tool for performing PCA on genomic data from VCF files.
53
ferrolearn-decomp
experimentalv0.4.0
Dimensionality reduction and decomposition for the ferrolearn ML framework
Core Metrics
| efficient_pca | genomic_pca | ferrolearn-decomp | |
|---|---|---|---|
| Health Score | 48 | 33 | 53 |
| Total Downloads | 17.4K | 596 | 317 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 2 | 0 | 24 |
| Releases | 9 | 1 | 8 |
| Last Updated | 243d ago | 369d ago | 12d ago |
| Age | 1y 2m | 1y | 2m |
Health Breakdown
efficient_pca
Maintenance
10
Quality
13
Community
7
Popularity
5
Documentation
13
genomic_pca
Maintenance
2
Quality
9
Community
6
Popularity
3
Documentation
13
ferrolearn-decomp
Maintenance
12
Quality
11
Community
15
Popularity
3
Documentation
12
Technical Details
| efficient_pca | genomic_pca | ferrolearn-decomp | |
|---|---|---|---|
| Version | 0.1.8 | 0.0.1 | 0.4.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | MIT | MIT OR Apache-2.0 |
| Dependencies | 30 | 10 | 10 |
| Crate Size | 159KB | 5.8MB | 123KB |
| Features | 9 | 0 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | — | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •ferrolearn-decomp leads with a health score of 53/100, but none of the options score above 80.
- •efficient_pca has the most downloads (17.4K), suggesting wider adoption.
- •⚠ genomic_pca has not been updated in over a year.