SparseAETutorial.cpp File Reference

Go to the source code of this file.

Functions

UnlabeledData< RealVector > getSamples ()
 
void initializeFFNet (Autoencoder< LogisticNeuron, LogisticNeuron > &model)
 
int main ()
 

Variables

const unsigned int numsamples = 10000
 
const unsigned int w = 512
 
const unsigned int h = 512
 
const unsigned int psize = 8
 
const unsigned int numhidden = 25
 
const double rho = 0.01
 
const double beta = 6.0
 
const double lambda = 0.0002
 
const unsigned int maxIter = 400
 

Function Documentation

◆ getSamples()

◆ initializeFFNet()

◆ main()

Variable Documentation

◆ beta

◆ h

◆ lambda

◆ maxIter

const unsigned int maxIter = 400

Definition at line 28 of file SparseAETutorial.cpp.

Referenced by main().

◆ numhidden

const unsigned int numhidden = 25

Definition at line 22 of file SparseAETutorial.cpp.

Referenced by main().

◆ numsamples

const unsigned int numsamples = 10000

Definition at line 16 of file SparseAETutorial.cpp.

Referenced by getSamples().

◆ psize

const unsigned int psize = 8

Definition at line 19 of file SparseAETutorial.cpp.

Referenced by getSamples(), and main().

◆ rho

◆ w