Decision Workspace
frlearn_preprocess vs sklears-preprocessing vs linfa-preprocessing
Side-by-side comparison of Rust crates
42
frlearn_preprocess
experimentalv0.1.0
Preprocessing models (for example range normalization) for FuzzyRough.
56
sklears-preprocessing
experimentalv0.1.1
Data preprocessing for sklears: scaling, encoding, imputation, transformations
55
linfa-preprocessing
growingv0.8.1
A Machine Learning framework for Rust
Core Metrics
| frlearn_preprocess | sklears-preprocessing | linfa-preprocessing | |
|---|---|---|---|
| Health Score | 42 | 56 | 55 |
| Total Downloads | 166 | 530 | 52.9K |
| 30d Downloads | 0 | 0 | 2.8K |
| Dependents | 3 | 6 | 17 |
| Releases | 1 | 6 | 9 |
| Last Updated | 100d ago | 29d ago | 153d ago |
| Age | 3m | 7m | 5y |
Health Breakdown
frlearn_preprocess
Maintenance
8
Quality
13
Community
8
Popularity
3
Documentation
10
sklears-preprocessing
Maintenance
20
Quality
13
Community
8
Popularity
3
Documentation
12
linfa-preprocessing
Maintenance
12
Quality
14
Community
14
Popularity
6
Documentation
9
Technical Details
| frlearn_preprocess | sklears-preprocessing | linfa-preprocessing | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.1 | 0.8.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 5 | 13 | 24 |
| Crate Size | 5KB | 242KB | 39KB |
| Features | 0 | 4 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2018 |
| MSRV | — | 1.89 | — |
| Owners | 1 | 1 | 2 (team) |
Links
Quick Verdict
- •sklears-preprocessing leads with a health score of 56/100, but none of the options score above 80.
- •linfa-preprocessing has the most downloads (52.9K), suggesting wider adoption.