Decision Workspace
sklears-feature-extraction vs fibpetokenizer vs feature-factory
Side-by-side comparison of Rust crates
57
sklears-feature-extraction
experimentalv0.1.0
Feature extraction from raw data (text, images)
46
fibpetokenizer
experimentalv0.1.0
A blazing fast Byte Pair Encoding (BPE) tokenizer library with Python bindings
40
feature-factory
growingv0.1.1-alpha
A high-performance feature engineering library for Rust powered by Apache DataFusion
Core Metrics
| sklears-feature-extraction | fibpetokenizer | feature-factory | |
|---|---|---|---|
| Health Score | 57 | 46 | 40 |
| Total Downloads | 419 | 14 | 1.3K |
| 30d Downloads | 36 | 14 | 4 |
| Dependents | 5 | 0 | 0 |
| Releases | 5 | 1 | 2 |
| Last Updated | 7d ago | 24d ago | 383d ago |
| Age | 5m | 24d | 1y |
Health Breakdown
sklears-feature-extraction
Maintenance
21
Quality
13
Community
8
Popularity
3
Documentation
12
fibpetokenizer
Maintenance
11
Quality
15
Community
6
Popularity
1
Documentation
13
feature-factory
Maintenance
6
Quality
9
Community
6
Popularity
4
Documentation
15
Technical Details
| sklears-feature-extraction | fibpetokenizer | feature-factory | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.0 | 0.1.1-alpha |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 11 | 6 | 15 |
| Crate Size | 356KB | 24KB | 53KB |
| Features | 2 | 2 | 2 |
| Yanked % | 0.0% | 0.0% | 50.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.70 | — | 1.83 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •sklears-feature-extraction leads with a health score of 57/100, but none of the options score above 80.
- •feature-factory has the most downloads (1.3K), suggesting wider adoption.
- •⚠ feature-factory has not been updated in over a year.