auto-sklearn vs Lale
auto-sklearn
automl.github.ioLale
lale.readthedocs.ioSide by side
| Figure | auto-sklearn | Lale |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 1 | 0 |
| Spec score · AutoML Software | 7.8 (#12) | 7.2 (#19) |
| What it does | auto-sklearn automates machine learning model fitting and ensemble construction for classification and regression tasks. | Lale is a Python library for semi-automated data science that helps select algorithms and tune pipeline hyperparameters. |
Plans
In their own words
auto-sklearn
auto-sklearn has no write-up on Specifiction yet; its figures are above.