Decision Workspace
ferrolearn-preprocess vs linfa-preprocessing vs sklears-preprocessing
Side-by-side comparison of Rust crates
53
ferrolearn-preprocess
experimentalv0.2.0
Preprocessing transformers for the ferrolearn ML framework
57
linfa-preprocessing
growingv0.8.1
A Machine Learning framework for Rust
57
sklears-preprocessing
experimentalv0.1.0
Data preprocessing for sklears: scaling, encoding, imputation, transformations
Core Metrics
| ferrolearn-preprocess | linfa-preprocessing | sklears-preprocessing | |
|---|---|---|---|
| Health Score | 53 | 57 | 57 |
| Total Downloads | 108 | 47.3K | 477 |
| 30d Downloads | 108 | 2.6K | 69 |
| Dependents | 8 | 17 | 5 |
| Releases | 5 | 9 | 5 |
| Last Updated | 2d ago | 94d ago | 7d ago |
| Age | 22d | 4y 11m | 5m |
Health Breakdown
ferrolearn-preprocess
Maintenance
14
Quality
11
Community
14
Popularity
2
Documentation
12
linfa-preprocessing
Maintenance
14
Quality
14
Community
14
Popularity
6
Documentation
9
sklears-preprocessing
Maintenance
21
Quality
13
Community
8
Popularity
3
Documentation
12
Technical Details
| ferrolearn-preprocess | linfa-preprocessing | sklears-preprocessing | |
|---|---|---|---|
| Version | 0.2.0 | 0.8.1 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 10 | 24 | 13 |
| Crate Size | 109KB | 39KB | 234KB |
| Features | 0 | 2 | 4 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2018 | 2021 |
| MSRV | 1.85 | — | 1.70 |
| Owners | 3 (team) | 2 (team) | 1 |
Links
Quick Verdict
- •linfa-preprocessing leads with a health score of 57/100, but none of the options score above 80.