Decision Workspace
RayBNN_DataLoader vs oak-csv vs unmtx-gpu
Side-by-side comparison of Rust crates
44
RayBNN_DataLoader
growingv2.0.3
Read CSV, numpy, and binary files to Rust vectors of f16, f32, f64, u8, u16, u32, u64, i8, i16, i32, i64
59
oak-csv
experimentalv0.0.10
High-performance incremental CSV parser for the oak ecosystem with flexible configuration, optimized for data parsing and tabular data processing.
57
unmtx-gpu
experimentalv0.1.8
Micro matrix library for neural networks that uses GPU.
Core Metrics
| RayBNN_DataLoader | oak-csv | unmtx-gpu | |
|---|---|---|---|
| Health Score | 44 | 59 | 57 |
| Total Downloads | 11.2K | 374 | 2.2K |
| 30d Downloads | 99 | 80 | 12 |
| Dependents | 96 | 0 | 0 |
| Releases | 7 | 11 | 9 |
| Last Updated | 647d ago | 3d ago | 53d ago |
| Age | 2y 6m | 5m | 11m |
Health Breakdown
RayBNN_DataLoader
Maintenance
4
Quality
15
Community
10
Popularity
5
Documentation
10
oak-csv
Maintenance
19
Quality
14
Community
10
Popularity
3
Documentation
13
unmtx-gpu
Maintenance
17
Quality
18
Community
6
Popularity
4
Documentation
12
Technical Details
| RayBNN_DataLoader | oak-csv | unmtx-gpu | |
|---|---|---|---|
| Version | 2.0.3 | 0.0.10 | 0.1.8 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | GPL-3.0-only | MPL-2.0 | MPL-2.0 |
| Dependencies | 24 | 11 | 3 |
| Crate Size | 105KB | 26KB | 55KB |
| Features | 0 | 4 | 19 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2018 |
| MSRV | — | — | — |
| Owners | 1 | 2 (team) | 1 |
Links
Quick Verdict
- •oak-csv leads with a health score of 59/100, but none of the options score above 80.
- •RayBNN_DataLoader has the most downloads (11.2K), suggesting wider adoption.
- •⚠ RayBNN_DataLoader has not been updated in over a year.
- •oak-csv, unmtx-gpu are pre-1.0 — API may change.