org.deeplearning4j.plot

Class NeuralNetPlotter

java.lang.Object

org.deeplearning4j.plot.NeuralNetPlotter

public class NeuralNetPlotter
extends Object

Credit to : http://yosinski.com/media/papers/Yosinski2012VisuallyDebuggingRestrictedBoltzmannMachine.pdf for visualizations

Author:

Adam Gibson

Constructor Summary

Constructors

Constructor and Description
NeuralNetPlotter()

Method Summary

Methods

Modifier and Type	Method and Description
void	plotActivations(NeuralNetwork network)
void	plotMatrices(String[] titles, org.jblas.DoubleMatrix[] matrices)
void	plotNetworkGradient(NeuralNetwork network, NeuralNetworkGradient gradient)
void	plotWeights(NeuralNetwork network)
void	renderFilter(org.jblas.DoubleMatrix w, int r, int c, long length)
protected String	writeMatrix(org.jblas.DoubleMatrix matrix)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

NeuralNetPlotter

public NeuralNetPlotter()

Method Detail

renderFilter

public void renderFilter(org.jblas.DoubleMatrix w,
                int r,
                int c,
                long length)

plotNetworkGradient

public void plotNetworkGradient(NeuralNetwork network,
                       NeuralNetworkGradient gradient)

plotMatrices

public void plotMatrices(String[] titles,
                org.jblas.DoubleMatrix[] matrices)

writeMatrix

protected String writeMatrix(org.jblas.DoubleMatrix matrix)
                      throws IOException

Throws:

IOException

plotWeights

public void plotWeights(NeuralNetwork network)

plotActivations

public void plotActivations(NeuralNetwork network)