Package deepnetts.automl

Support for automatically building deep learning models using hyper-parameter search.

See: Description

Interface Summary

Interface	Description
NetworkFactory<T extends NeuralNetwork>	Base interface for all network factories.

Class Summary

Class	Description
FeedForwardNetworkFactory	Factory for FeedForwardNetwork.
HyperParameterSearch	The core automl class that performs automated model building and evaluation with specified parameters.
Parameter<T>	A single parameter of the deep learning model to tune.
Parameters	Parameter search space: a collection of parameters and methods for generating all possible combinations.
Parameters.ParameterCombination	Combination of parameters to search through.
Range<T>	A value range of type T for the parameter.

Enum Summary

Enum	Description
SearchStrategy	Strategy for hyper-parameter search.

Package deepnetts.automl Description

Support for automatically building deep learning models using hyper-parameter search.