Decision Workspace
ghostflow-data vs torsh-data vs sklears-preprocessing
Side-by-side comparison of Rust crates
52
ghostflow-data
experimentalv1.0.0
Data loading utilities for GhostFlow ML framework
62
torsh-data
experimentalv0.1.2
Data loading and preprocessing utilities for ToRSh
56
sklears-preprocessing
experimentalv0.1.1
Data preprocessing for sklears: scaling, encoding, imputation, transformations
Core Metrics
| ghostflow-data | torsh-data | sklears-preprocessing | |
|---|---|---|---|
| Health Score | 52 | 62 | 56 |
| Total Downloads | 274 | 1.2K | 530 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 8 | 31 | 6 |
| Releases | 2 | 7 | 6 |
| Last Updated | 138d ago | 29d ago | 29d ago |
| Age | 4m | 7m | 7m |
Health Breakdown
ghostflow-data
Maintenance
10
Quality
17
Community
9
Popularity
3
Documentation
13
torsh-data
Maintenance
20
Quality
13
Community
10
Popularity
4
Documentation
15
sklears-preprocessing
Maintenance
20
Quality
13
Community
8
Popularity
3
Documentation
12
Technical Details
| ghostflow-data | torsh-data | sklears-preprocessing | |
|---|---|---|---|
| Version | 1.0.0 | 0.1.2 | 0.1.1 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 3 | 28 | 13 |
| Crate Size | 19KB | 305KB | 242KB |
| Features | 0 | 22 | 4 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.77 | 1.89 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •torsh-data leads with a health score of 62/100, but none of the options score above 80.
- •torsh-data, sklears-preprocessing are pre-1.0 — API may change.