Decision Workspace
hammer-and-sample vs sklears-ensemble vs amari-probabilistic
Side-by-side comparison of Rust crates
54
hammer-and-sample
growingv0.5.1
Simplistic MCMC ensemble sampler based on emcee, the MCMC hammer
59
sklears-ensemble
experimentalv0.1.0
Ensemble methods for sklears: Random Forest, Gradient Boosting, AdaBoost
59
amari-probabilistic
experimentalv0.19.1
Probability theory on geometric algebra spaces - distributions, stochastic processes, and Bayesian inference for multivector-valued random variables
Core Metrics
| hammer-and-sample | sklears-ensemble | amari-probabilistic | |
|---|---|---|---|
| Health Score | 54 | 59 | 59 |
| Total Downloads | 9.6K | 461 | 235 |
| 30d Downloads | 33 | 76 | 55 |
| Dependents | 4 | 12 | 12 |
| Releases | 11 | 5 | 8 |
| Last Updated | 38d ago | 7d ago | 23d ago |
| Age | 4y 3m | 5m | 3m |
Health Breakdown
hammer-and-sample
Maintenance
14
Quality
14
Community
8
Popularity
5
Documentation
13
sklears-ensemble
Maintenance
21
Quality
14
Community
9
Popularity
3
Documentation
12
amari-probabilistic
Maintenance
21
Quality
14
Community
9
Popularity
3
Documentation
12
Technical Details
| hammer-and-sample | sklears-ensemble | amari-probabilistic | |
|---|---|---|---|
| Version | 0.5.1 | 0.1.0 | 0.19.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 4 | 10 | 12 |
| Crate Size | 15KB | 198KB | 40KB |
| Features | 0 | 6 | 3 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.70 | 1.75 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •sklears-ensemble leads with a health score of 59/100, but none of the options score above 80.
- •hammer-and-sample has the most downloads (9.6K), suggesting wider adoption.