Package deepnetts.net.train

Training algorithms and related utilities.

See: Description

Interface Summary

Interface	Description
Trainer	Generic interface for deep learning training algorithm.
TrainerProvider<T extends Trainer>	This interface is implemented by trainable deep learning models, in order to provide access to training algorithm.
TrainingListener	The listener interface for receiving notifications about training events.

Class Summary

Class	Description
BackpropagationTrainer	Backpropagation training algorithm for feed forward and convolutional neural networks.
KFoldCrossValidation	Split data set into k parts of equal sizes (folds), then train model with k-1 folds, and validate with remaining 1 fold.
KFoldCrossValidation.Builder	Builder object for KFoldCrossValidation.
TrainingEvent	TrainingEvent is used to notify interested parties that training event has happened.
TrainingResult	All information about the completed training including training settings, epochs, loss and evaluation metrics.

Enum Summary

Enum	Description
TrainingEvent.Type	Type of a training event.

Package deepnetts.net.train Description

Training algorithms and related utilities.