auto-sklearn vs PyCaret
auto-sklearn
automl.github.ioPyCaret
pycaret.orgSide by side
| Figure | auto-sklearn | PyCaret |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | Yes |
| Web | — | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 2 |
| Spec score · Predictive Analytics Software | 7.9 (#13) | 8.4 (#5) |
| Maker | The AutoML website identifies AutoML as a project of the Chair for Machine Learning at the University of Freiburg. | The FAQ’s citation entry names Moez Ali and contributors as authors. |
| Security | The opened product documentation describes time and memory resource limits but does not state security certifications or compliance claims. | The overview says the self-hosted backend can be wired to existing authentication and is JWT-friendly. |
| What it does | auto-sklearn automates machine learning model fitting and ensemble construction for classification and regression tasks. | PyCaret is a low-code Python AutoML library and self-hosted machine-learning platform. |
Plans
In their own words
auto-sklearn
auto-sklearn has no write-up on Specifiction yet; its figures are above.