auto-sklearn vs EvalML
auto-sklearn
automl.github.io
EvalML
evalml.alteryx.comSide by side
| Figure | auto-sklearn | EvalML |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · AutoML Software | 7.8 (#12) | 7.8 (#13) |
| What it does | auto-sklearn automates machine learning model fitting and ensemble construction for classification and regression tasks. | EvalML is an AutoML library that builds, optimizes, and evaluates machine-learning pipelines using domain-specific objective functions. |
Plans
In their own words
auto-sklearn
auto-sklearn has no write-up on Specifiction yet; its figures are above.