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)¶

Important

This module requires the deslib optional dependencies. Please install julearn with the deslib extra to use this module (see Optional Dependencies).

Provide support for DESlib models.

Classes¶

DynamicSelection

Model to use dynamic selection algorithms from DESlib.