Removes unnecessary neurons from a NeuralNet. More...

#include <Pruner.h>

Public Member Functions
	Pruner ()
	Initialize the Pruner object. More...

void	pruneRandomnly (NeuralNet *network)

void	prune (NeuralNet network, Trainer networkTrainer)

void	prune (NeuralNet *network, const std::vector< std::vector< std::vector< double > > > &initialWeights, const std::vector< std::vector< std::vector< std::vector< double > > > > &weightChanges, const std::vector< std::vector< std::vector< std::vector< double > > > > &gradients)

Detailed Description

Removes unnecessary neurons from a NeuralNet.

Constructor & Destructor Documentation

Pruner::Pruner ( )

Initialize the Pruner object.

void Pruner::prune	(	NeuralNet *	network,
		const std::vector< std::vector< std::vector< double > > > &	initialWeights,
		const std::vector< std::vector< std::vector< std::vector< double > > > > &	weightChanges,
		const std::vector< std::vector< std::vector< std::vector< double > > > > &	gradients
	)

void Pruner::pruneRandomnly ( NeuralNet * network )

The documentation for this class was generated from the following files: