Decision Workspace
phylo_grad vs atelier_data vs efficient_pca
Side-by-side comparison of Rust crates
55
phylo_grad
experimentalv2.1.0
Fast gradient calculation of the Felsenstein algorithm with respect to the rate matrix
56
atelier_data
experimentalv0.0.15
Data Artifacts and I/O for the atelier-rs engine
49
efficient_pca
growingv0.1.8
Principal component computation using SVD and covariance matrix trick
Core Metrics
| phylo_grad | atelier_data | efficient_pca | |
|---|---|---|---|
| Health Score | 55 | 56 | 49 |
| Total Downloads | 95 | 1.8K | 17.2K |
| 30d Downloads | 13 | 80 | 67 |
| Dependents | 0 | 5 | 2 |
| Releases | 4 | 7 | 9 |
| Last Updated | 31d ago | 21d ago | 184d ago |
| Age | 3m | 9m | 1y |
Health Breakdown
phylo_grad
Maintenance
19
Quality
16
Community
6
Popularity
2
Documentation
12
atelier_data
Maintenance
18
Quality
11
Community
8
Popularity
4
Documentation
15
efficient_pca
Maintenance
11
Quality
13
Community
7
Popularity
5
Documentation
13
Technical Details
| phylo_grad | atelier_data | efficient_pca | |
|---|---|---|---|
| Version | 2.1.0 | 0.0.15 | 0.1.8 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | Apache-2.0 | MIT |
| Dependencies | 4 | 34 | 30 |
| Crate Size | 16KB | 214KB | 159KB |
| Features | 0 | 3 | 9 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2021 |
| MSRV | 1.87 | 1.85.0 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •atelier_data leads with a health score of 56/100, but none of the options score above 80.
- •efficient_pca has the most downloads (17.2K), suggesting wider adoption.
- •atelier_data, efficient_pca are pre-1.0 — API may change.