slideflow.model

This module provides the :class:`ModelParams` class to organize model and training parameters/hyperparameters and assist with model building, as well as the :class:`Trainer` class that executes model training and evaluation. :class:`RegressionTrainer` and :class:`SurvivalTrainer` are extensions of this class, supporting regression and Cox Proportional Hazards outcomes, respectively. The function :func:`build_trainer` can choose and return the correct model instance based on the provided hyperparameters.

See :ref:`training` for a detailed look at how to train models.