Decision Workspace
arrow-ml vs ghost-flow vs arrow-ml-activations
Side-by-side comparison of Rust crates
40
arrow-ml
experimentalv0.1.0
Optimized tensor operations and machine learning primitives for Apache Arrow.
54
ghost-flow
experimentalv1.7.0
Complete machine learning framework in Rust - tensors, neural networks, 85+ ML algorithms, GPU acceleration, WASM, FFI, model serving, compiler optimizations, distributed training, and 8 hardware accelerators - all included by default
43
arrow-ml-activations
experimentalv0.1.0
Neural network activation functions (ReLU, GELU, Sigmoid, SiLU, Tanh, Softmax) for Apache Arrow arrays.
Core Metrics
| arrow-ml | ghost-flow | arrow-ml-activations | |
|---|---|---|---|
| Health Score | 40 | 54 | 43 |
| Total Downloads | 13 | 147 | 37 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 0 | 0 | 1 |
| Releases | 1 | 8 | 1 |
| Last Updated | 49d ago | 126d ago | 49d ago |
| Age | 1m | 4m | 1m |
Health Breakdown
arrow-ml
Maintenance
10
Quality
13
Community
6
Popularity
1
Documentation
10
ghost-flow
Maintenance
13
Quality
19
Community
6
Popularity
3
Documentation
13
arrow-ml-activations
Maintenance
10
Quality
14
Community
7
Popularity
2
Documentation
10
Technical Details
| arrow-ml | ghost-flow | arrow-ml-activations | |
|---|---|---|---|
| Version | 0.1.0 | 1.7.0 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | Apache-2.0 | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 5 | 10 | 3 |
| Crate Size | 21KB | 23KB | 17KB |
| Features | 0 | 12 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •ghost-flow leads with a health score of 54/100, but none of the options score above 80.
- •arrow-ml, arrow-ml-activations are pre-1.0 — API may change.