Decision Workspace
rusty-rootsearch vs torsh-autograd vs amari-dual
Side-by-side comparison of Rust crates
38
rusty-rootsearch
growingv0.4.0
This package implements general one-dimensional root-finding algorithms built on the shoulders of the num_dual crate
61
torsh-autograd
experimentalv0.1.1
Automatic differentiation engine for ToRSh with PyTorch-compatible API
59
amari-dual
experimentalv0.19.1
Dual number automatic differentiation
Core Metrics
| rusty-rootsearch | torsh-autograd | amari-dual | |
|---|---|---|---|
| Health Score | 38 | 61 | 59 |
| Total Downloads | 11.0K | 1.7K | 5.2K |
| 30d Downloads | 13 | 305 | 310 |
| Dependents | 0 | 37 | 174 |
| Releases | 9 | 6 | 31 |
| Last Updated | 720d ago | 7d ago | 23d ago |
| Age | 2y 10m | 5m | 5m |
Health Breakdown
rusty-rootsearch
Maintenance
6
Quality
15
Community
2
Popularity
5
Documentation
10
torsh-autograd
Maintenance
20
Quality
12
Community
10
Popularity
4
Documentation
15
amari-dual
Maintenance
18
Quality
15
Community
12
Popularity
4
Documentation
10
Technical Details
| rusty-rootsearch | torsh-autograd | amari-dual | |
|---|---|---|---|
| Version | 0.4.0 | 0.1.1 | 0.19.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 1 | 23 | 11 |
| Crate Size | 4KB | 788KB | 37KB |
| Features | 0 | 9 | 9 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.77 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •torsh-autograd leads with a health score of 61/100, but none of the options score above 80.
- •rusty-rootsearch has the most downloads (11.0K), suggesting wider adoption.
- •amari-dual is depended on by 174 crates — strongest ecosystem trust.
- •⚠ rusty-rootsearch has not been updated in over a year.