9.6. Models¶

Functions¶

`list_models`()	List all the available model names.
`get_model`(name, problem_type, **kwargs)	Get a model.
`register_model`(model_name[, ...])	Register a model to julearn.
`reset_model_register`()	Reset the model register to the default state.

Julearn custom models¶

This is a list of models implemented by Julearn that are not simple wrappers around existing models in other libraries but rather variants of existing models or novel models.

`xgb_cvearlystopping.XGBClassifierCVEarlyStopping`	XGBClassifier with cross-validated early stopping.
`xgb_cvearlystopping.XGBRegressorCVEarlyStopping`	XGBRegressor with cross-validated early stopping.

9.7. Dynamic Selection (DESLib)¶

Warning

Dynamic Selection is temporarily unavailable: the latest `DESlib`_ release (0.3.7) is not compatible with scikit-learn >= 1.6. It will be available again once a newer DESlib version is released.

Provide support for DESlib models.

Classes¶

DynamicSelection

Model to use dynamic selection algorithms from DESlib.