Decision Workspace
oxicuda-nas vs tantale_macros vs tantale_algos
Side-by-side comparison of Rust crates
Neural Architecture Search primitives for OxiCUDA: DARTS, one-shot supernet, evolutionary NAS, hardware-aware predictor — pure Rust, zero CUDA SDK dependency.
Tantale is a Rust library for Automated Machine Learning (AutoML) focusing on Hyperparameter Optimization and Neural Architecture Search. It provides a modular and extensible framework for defining search spaces, objectives, and optimization algorithms, with support for distributed computing and parallel execution.
Tantale is a Rust library for Automated Machine Learning (AutoML) focusing on Hyperparameter Optimization and Neural Architecture Search. It provides a modular and extensible framework for defining search spaces, objectives, and optimization algorithms, with support for distributed computing and parallel execution.
Core Metrics
| oxicuda-nas | tantale_macros | tantale_algos | |
|---|---|---|---|
| Health Score | 47 | 56 | 55 |
| Total Downloads | 113 | 263 | 255 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 0 | 13 | 12 |
| Releases | 7 | 8 | 8 |
| Last Updated | 6d ago | 13d ago | 13d ago |
| Age | 2m | 4m | 4m |
Health Breakdown
Technical Details
| oxicuda-nas | tantale_macros | tantale_algos | |
|---|---|---|---|
| Version | 0.4.1 | 0.3.1 | 0.3.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | CECILL-C | CECILL-C |
| Dependencies | 5 | 4 | 8 |
| Crate Size | 161KB | 33KB | 71KB |
| Features | 1 | 2 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2024 |
| MSRV | 1.85 | 1.91.1 | 1.91.1 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •tantale_macros leads with a health score of 56/100, but none of the options score above 80.