jens
ba04927592
git-svn-id: http://moon:8086/svn/software/trunk/projects/RBM@34 b431acfa-c32f-4a4a-93f1-934dc6c82436
1075 lines
48 KiB
C++
1075 lines
48 KiB
C++
/*
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==============================================================================
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This is an automatically generated GUI class created by the Introjucer!
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Be careful when adding custom code to these files, as only the code within
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the "//[xyz]" and "//[/xyz]" sections will be retained when the file is loaded
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and re-saved.
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Created with Introjucer version: 3.1.0
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------------------------------------------------------------------------------
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The Introjucer is part of the JUCE library - "Jules' Utility Class Extensions"
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Copyright 2004-13 by Raw Material Software Ltd.
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==============================================================================
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*/
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//[Headers] You can add your own extra header files here...
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#ifdef WIN32
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#include <Windows.h>
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#endif
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#include <iostream>
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#include <Eigen/Dense>
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//[/Headers]
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#include "MainComponent.h"
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//[MiscUserDefs] You can add your own user definitions and misc code here...
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#ifdef WIN32
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void mylog(const char* format, ...)
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{
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char log_buf[257];
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va_list argptr;
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va_start(argptr, format);
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vsprintf(log_buf, format, argptr);
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va_end(argptr);
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OutputDebugStringA (log_buf);
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}
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#else
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void mylog(const char* format, ...)
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{
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char log_buf[257];
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va_list argptr;
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va_start(argptr, format);
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vprintf(format, argptr);
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va_end(argptr);
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}
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#endif
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//[/MiscUserDefs]
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//==============================================================================
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MainComponent::MainComponent ()
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: Thread("RBM"),
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m_layers(this),
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m_pRbm(nullptr),
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DrawTraining(nullptr),
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DrawReconstruction(nullptr),
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DrawWeights(nullptr),
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DrawHidden(nullptr)
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{
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addAndMakeVisible (trainButton = new TextButton ("Train button"));
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trainButton->setButtonText (TRANS("Train"));
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trainButton->addListener (this);
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addAndMakeVisible (addButton = new TextButton ("Add button"));
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addButton->setButtonText (TRANS("Add"));
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addButton->addListener (this);
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addAndMakeVisible (patterSlider = new Slider ("Pattern slider"));
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patterSlider->setRange (0, 0, 1);
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patterSlider->setSliderStyle (Slider::LinearBar);
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patterSlider->setTextBoxStyle (Slider::TextBoxLeft, false, 80, 20);
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patterSlider->addListener (this);
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addAndMakeVisible (reconstructButton = new TextButton ("Reconstruct button"));
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reconstructButton->setButtonText (TRANS("Reconstruct"));
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reconstructButton->addListener (this);
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addAndMakeVisible (ShakeButton = new TextButton ("Shake button"));
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ShakeButton->setButtonText (TRANS("Shake"));
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ShakeButton->addListener (this);
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addAndMakeVisible (WeightsSlider = new Slider ("Weights slider"));
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WeightsSlider->setRange (0, 0, 1);
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WeightsSlider->setSliderStyle (Slider::LinearBar);
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WeightsSlider->setTextBoxStyle (Slider::TextBoxLeft, false, 80, 20);
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WeightsSlider->addListener (this);
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addAndMakeVisible (numEpochslabel = new Label ("Num Epochs label",
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TRANS("100")));
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numEpochslabel->setFont (Font (15.00f, Font::plain));
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numEpochslabel->setJustificationType (Justification::centred);
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numEpochslabel->setEditable (true, true, false);
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numEpochslabel->setColour (TextEditor::textColourId, Colours::black);
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numEpochslabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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numEpochslabel->addListener (this);
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addAndMakeVisible (learningRateLabel = new Label ("Learning Rate label",
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TRANS("0.01")));
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learningRateLabel->setFont (Font (15.00f, Font::plain));
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learningRateLabel->setJustificationType (Justification::centred);
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learningRateLabel->setEditable (true, true, false);
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learningRateLabel->setColour (TextEditor::textColourId, Colours::black);
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learningRateLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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learningRateLabel->addListener (this);
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addAndMakeVisible (testButton = new TextButton ("Test button"));
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testButton->setButtonText (TRANS("Test"));
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testButton->addListener (this);
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addAndMakeVisible (numVisibleLabel = new Label ("Num Visible label",
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TRANS("99999")));
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numVisibleLabel->setFont (Font (15.00f, Font::plain));
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numVisibleLabel->setJustificationType (Justification::centred);
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numVisibleLabel->setEditable (true, true, false);
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numVisibleLabel->setColour (TextEditor::textColourId, Colours::black);
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numVisibleLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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numVisibleLabel->addListener (this);
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addAndMakeVisible (numHiddenLabel = new Label ("Num Hidden label",
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TRANS("99999")));
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numHiddenLabel->setFont (Font (15.00f, Font::plain));
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numHiddenLabel->setJustificationType (Justification::centred);
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numHiddenLabel->setEditable (true, true, false);
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numHiddenLabel->setColour (TextEditor::textColourId, Colours::black);
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numHiddenLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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numHiddenLabel->addListener (this);
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addAndMakeVisible (createButton = new TextButton ("Create button"));
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createButton->setButtonText (TRANS("Create"));
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createButton->addListener (this);
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addAndMakeVisible (projectNameLabel = new Label ("Project Name label",
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TRANS("TestPrj")));
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projectNameLabel->setFont (Font (15.00f, Font::plain));
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projectNameLabel->setJustificationType (Justification::centred);
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projectNameLabel->setEditable (true, true, false);
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projectNameLabel->setColour (TextEditor::textColourId, Colours::black);
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projectNameLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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projectNameLabel->addListener (this);
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addAndMakeVisible (loadButton = new TextButton ("Load button"));
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loadButton->setButtonText (TRANS("Load"));
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loadButton->addListener (this);
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addAndMakeVisible (saveButton = new TextButton ("Save button"));
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saveButton->setButtonText (TRANS("Save"));
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saveButton->addListener (this);
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addAndMakeVisible (numVisibleYLabel = new Label ("Num Visible Y label",
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TRANS("99999")));
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numVisibleYLabel->setFont (Font (15.00f, Font::plain));
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numVisibleYLabel->setJustificationType (Justification::centred);
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numVisibleYLabel->setEditable (true, true, false);
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numVisibleYLabel->setColour (TextEditor::textColourId, Colours::black);
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numVisibleYLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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numVisibleYLabel->addListener (this);
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addAndMakeVisible (loadTrainingButton = new TextButton ("Load Training button"));
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loadTrainingButton->setButtonText (TRANS("Load T"));
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loadTrainingButton->addListener (this);
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addAndMakeVisible (saveTrainingButton = new TextButton ("Save Training button"));
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saveTrainingButton->setButtonText (TRANS("Save T"));
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saveTrainingButton->addListener (this);
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addAndMakeVisible (clearTrainingButton = new TextButton ("Clear Training button"));
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clearTrainingButton->setButtonText (TRANS("Clear T"));
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clearTrainingButton->addListener (this);
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addAndMakeVisible (removeTrainingButton = new TextButton ("Remove Training button"));
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removeTrainingButton->setButtonText (TRANS("Remove T"));
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removeTrainingButton->addListener (this);
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addAndMakeVisible (numGibbsSlider = new Slider ("Num. Gibbs slider"));
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numGibbsSlider->setRange (1, 10, 1);
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numGibbsSlider->setSliderStyle (Slider::LinearBar);
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numGibbsSlider->setTextBoxStyle (Slider::TextBoxLeft, false, 80, 20);
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numGibbsSlider->addListener (this);
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addAndMakeVisible (reconstructEquButton = new TextButton ("Reconstruct Equilibrium button"));
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reconstructEquButton->setButtonText (TRANS("Reconst Equ."));
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reconstructEquButton->addListener (this);
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addAndMakeVisible (rbmDoRaoBlackwellToggleButton = new ToggleButton ("rbmDoRaoBlackwell toggle button"));
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rbmDoRaoBlackwellToggleButton->setButtonText (TRANS("Rao-Blackwell"));
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rbmDoRaoBlackwellToggleButton->addListener (this);
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addAndMakeVisible (rbmReduceVarianceToggleButton = new ToggleButton ("rbmReduceVariance toggle button"));
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rbmReduceVarianceToggleButton->setButtonText (TRANS("Reduce Variance"));
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rbmReduceVarianceToggleButton->addListener (this);
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addAndMakeVisible (lambdaLabel = new Label ("Lambda label",
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TRANS("1.0")));
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lambdaLabel->setFont (Font (15.00f, Font::plain));
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lambdaLabel->setJustificationType (Justification::centred);
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lambdaLabel->setEditable (true, true, false);
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lambdaLabel->setColour (TextEditor::textColourId, Colours::black);
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lambdaLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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lambdaLabel->addListener (this);
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addAndMakeVisible (sigmaLabel = new Label ("Sigma label",
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TRANS("1.0")));
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sigmaLabel->setFont (Font (15.00f, Font::plain));
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sigmaLabel->setJustificationType (Justification::centred);
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sigmaLabel->setEditable (true, true, false);
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sigmaLabel->setColour (TextEditor::textColourId, Colours::black);
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sigmaLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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sigmaLabel->addListener (this);
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addAndMakeVisible (rbmUseVisibleGaussianToggleButton = new ToggleButton ("rbmUseVisibleGaussian toggle button"));
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rbmUseVisibleGaussianToggleButton->setButtonText (TRANS("Use gaussian visible"));
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rbmUseVisibleGaussianToggleButton->addListener (this);
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addAndMakeVisible (rbmDoSparseToggleButton = new ToggleButton ("rbmDoSparse toggle button"));
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rbmDoSparseToggleButton->setButtonText (TRANS("Do sparse"));
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rbmDoSparseToggleButton->addListener (this);
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addAndMakeVisible (sparsityLabel = new Label ("Sparsity label",
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TRANS("0.05")));
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sparsityLabel->setFont (Font (15.00f, Font::plain));
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sparsityLabel->setJustificationType (Justification::centred);
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sparsityLabel->setEditable (true, true, false);
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sparsityLabel->setColour (TextEditor::textColourId, Colours::black);
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sparsityLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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sparsityLabel->addListener (this);
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addAndMakeVisible (sigmaDecayLabel = new Label ("SigmaDecay label",
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TRANS("1.0")));
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sigmaDecayLabel->setFont (Font (15.00f, Font::plain));
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sigmaDecayLabel->setJustificationType (Justification::centred);
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sigmaDecayLabel->setEditable (true, true, false);
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sigmaDecayLabel->setColour (TextEditor::textColourId, Colours::black);
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sigmaDecayLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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sigmaDecayLabel->addListener (this);
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addAndMakeVisible (weightDecayLabel = new Label ("WeightDecay label",
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TRANS("0.0002")));
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weightDecayLabel->setFont (Font (15.00f, Font::plain));
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weightDecayLabel->setJustificationType (Justification::centred);
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weightDecayLabel->setEditable (true, true, false);
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weightDecayLabel->setColour (TextEditor::textColourId, Colours::black);
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weightDecayLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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weightDecayLabel->addListener (this);
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addAndMakeVisible (m_progressBarSlider = new Slider ("progressBar slider"));
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m_progressBarSlider->setRange (0, 100, 1);
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m_progressBarSlider->setSliderStyle (Slider::LinearBar);
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m_progressBarSlider->setTextBoxStyle (Slider::TextBoxLeft, true, 80, 20);
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m_progressBarSlider->addListener (this);
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addAndMakeVisible (momentumLabel = new Label ("Momentum label",
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TRANS("0.5")));
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momentumLabel->setFont (Font (15.00f, Font::plain));
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momentumLabel->setJustificationType (Justification::centred);
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momentumLabel->setEditable (true, true, false);
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momentumLabel->setColour (TextEditor::textColourId, Colours::black);
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momentumLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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momentumLabel->addListener (this);
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addAndMakeVisible (sparsityLearningRateLabel = new Label ("SparsityLearn label",
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TRANS("0.01")));
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sparsityLearningRateLabel->setFont (Font (15.00f, Font::plain));
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sparsityLearningRateLabel->setJustificationType (Justification::centred);
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sparsityLearningRateLabel->setEditable (true, true, false);
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sparsityLearningRateLabel->setColour (TextEditor::textColourId, Colours::black);
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sparsityLearningRateLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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sparsityLearningRateLabel->addListener (this);
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addAndMakeVisible (weightInitLabel = new Label ("WeightInit label",
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TRANS("0.001")));
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weightInitLabel->setFont (Font (15.00f, Font::plain));
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weightInitLabel->setJustificationType (Justification::centred);
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weightInitLabel->setEditable (true, true, false);
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weightInitLabel->setColour (TextEditor::textColourId, Colours::black);
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weightInitLabel->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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weightInitLabel->addListener (this);
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//[UserPreSize]
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m_vNumX = 16;
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m_vNumY = 16;
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m_hNum = 64;
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m_numGibbs = 1;
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m_weights.setUnits(m_vNumX*m_vNumY, m_hNum);
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create();
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//[/UserPreSize]
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setSize (800, 600);
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//[Constructor] You can add your own custom stuff here..
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m_progressBarSlider->setValue(100);
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//[/Constructor]
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}
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MainComponent::~MainComponent()
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{
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//[Destructor_pre]. You can add your own custom destruction code here..
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//[/Destructor_pre]
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trainButton = nullptr;
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addButton = nullptr;
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patterSlider = nullptr;
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reconstructButton = nullptr;
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ShakeButton = nullptr;
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WeightsSlider = nullptr;
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numEpochslabel = nullptr;
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learningRateLabel = nullptr;
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testButton = nullptr;
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numVisibleLabel = nullptr;
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numHiddenLabel = nullptr;
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createButton = nullptr;
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projectNameLabel = nullptr;
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loadButton = nullptr;
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saveButton = nullptr;
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numVisibleYLabel = nullptr;
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loadTrainingButton = nullptr;
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saveTrainingButton = nullptr;
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clearTrainingButton = nullptr;
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removeTrainingButton = nullptr;
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numGibbsSlider = nullptr;
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reconstructEquButton = nullptr;
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rbmDoRaoBlackwellToggleButton = nullptr;
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rbmReduceVarianceToggleButton = nullptr;
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lambdaLabel = nullptr;
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sigmaLabel = nullptr;
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rbmUseVisibleGaussianToggleButton = nullptr;
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rbmDoSparseToggleButton = nullptr;
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sparsityLabel = nullptr;
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sigmaDecayLabel = nullptr;
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weightDecayLabel = nullptr;
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m_progressBarSlider = nullptr;
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momentumLabel = nullptr;
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sparsityLearningRateLabel = nullptr;
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weightInitLabel = nullptr;
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//[Destructor]. You can add your own custom destruction code here..
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DrawTraining = nullptr;
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DrawReconstruction = nullptr;
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DrawWeights = nullptr;
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DrawHidden = nullptr;
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m_pRbm = nullptr;
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//[/Destructor]
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}
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//==============================================================================
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void MainComponent::paint (Graphics& g)
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{
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//[UserPrePaint] Add your own custom painting code here..
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//[/UserPrePaint]
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g.fillAll (Colours::white);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Sigma"),
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32, 306, 80, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Lambda"),
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120, 306, 80, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Num. epochs"),
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32, 354, 80, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Alpha"),
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120, 354, 80, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Sparsity"),
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208, 306, 80, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Sigma decay"),
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296, 306, 96, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Weight decay"),
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296, 354, 96, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Momentum"),
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208, 354, 80, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Sparsity Alpha"),
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408, 306, 96, 14,
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Justification::centred, true);
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g.setColour (Colours::black);
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g.setFont (Font (15.00f, Font::plain));
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g.drawText (TRANS("Weight init"),
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408, 354, 96, 14,
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Justification::centred, true);
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//[UserPaint] Add your own custom painting code here..
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//[/UserPaint]
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}
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void MainComponent::resized()
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{
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trainButton->setBounds (120, 408, 72, 24);
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addButton->setBounds (24, 160, 72, 24);
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patterSlider->setBounds (224, 448, 184, 24);
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reconstructButton->setBounds (24, 408, 72, 24);
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ShakeButton->setBounds (120, 448, 72, 24);
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WeightsSlider->setBounds (224, 488, 184, 24);
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numEpochslabel->setBounds (32, 368, 72, 24);
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learningRateLabel->setBounds (120, 368, 72, 24);
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testButton->setBounds (120, 160, 72, 24);
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numVisibleLabel->setBounds (504, 224, 72, 24);
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numHiddenLabel->setBounds (552, 256, 72, 24);
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createButton->setBounds (552, 288, 72, 24);
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projectNameLabel->setBounds (536, 192, 96, 24);
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loadButton->setBounds (504, 160, 72, 24);
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saveButton->setBounds (584, 160, 72, 24);
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numVisibleYLabel->setBounds (576, 224, 72, 24);
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loadTrainingButton->setBounds (504, 48, 72, 24);
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saveTrainingButton->setBounds (584, 48, 72, 24);
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clearTrainingButton->setBounds (584, 88, 72, 24);
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removeTrainingButton->setBounds (504, 88, 72, 24);
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numGibbsSlider->setBounds (224, 408, 184, 24);
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reconstructEquButton->setBounds (24, 448, 72, 24);
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rbmDoRaoBlackwellToggleButton->setBounds (24, 200, 112, 24);
|
|
rbmReduceVarianceToggleButton->setBounds (168, 200, 128, 24);
|
|
lambdaLabel->setBounds (120, 320, 72, 24);
|
|
sigmaLabel->setBounds (32, 320, 72, 24);
|
|
rbmUseVisibleGaussianToggleButton->setBounds (168, 232, 160, 24);
|
|
rbmDoSparseToggleButton->setBounds (24, 232, 128, 24);
|
|
sparsityLabel->setBounds (208, 320, 72, 24);
|
|
sigmaDecayLabel->setBounds (304, 320, 72, 24);
|
|
weightDecayLabel->setBounds (304, 368, 72, 24);
|
|
m_progressBarSlider->setBounds (216, 160, 184, 24);
|
|
momentumLabel->setBounds (208, 368, 72, 24);
|
|
sparsityLearningRateLabel->setBounds (416, 320, 72, 24);
|
|
weightInitLabel->setBounds (416, 368, 72, 24);
|
|
//[UserResized] Add your own custom resize handling here..
|
|
DrawTraining->setBounds (16, 16, 100, 100);
|
|
DrawReconstruction->setBounds (110+16, 16, 100, 100);
|
|
DrawWeights->setBounds (220+16, 16, 100, 100);
|
|
DrawHidden->setBounds (16, 16+110, 320, 20);
|
|
//[/UserResized]
|
|
}
|
|
|
|
void MainComponent::buttonClicked (Button* buttonThatWasClicked)
|
|
{
|
|
//[UserbuttonClicked_Pre]
|
|
//[/UserbuttonClicked_Pre]
|
|
|
|
if (buttonThatWasClicked == trainButton)
|
|
{
|
|
//[UserButtonCode_trainButton] -- add your button handler code here..
|
|
// m_pRbm->train(m_layers, numEpochslabel->getText().getIntValue(), learningRateLabel->getText().getFloatValue(), m_numGibbs);
|
|
startThread();
|
|
redrawReconstruction();
|
|
redrawWeights((int)WeightsSlider->getValue());
|
|
//[/UserButtonCode_trainButton]
|
|
}
|
|
else if (buttonThatWasClicked == addButton)
|
|
{
|
|
//[UserButtonCode_addButton] -- add your button handler code here..
|
|
DrawReconstruction->setData(DrawTraining->getData());
|
|
m_layers.add(&DrawTraining->getData(), m_vNumX*m_vNumY);
|
|
patterSlider->setRange (0, m_layers.getSize()-1, 1);
|
|
//[/UserButtonCode_addButton]
|
|
}
|
|
else if (buttonThatWasClicked == reconstructButton)
|
|
{
|
|
//[UserButtonCode_reconstructButton] -- add your button handler code here..
|
|
redrawReconstruction();
|
|
//[/UserButtonCode_reconstructButton]
|
|
}
|
|
else if (buttonThatWasClicked == ShakeButton)
|
|
{
|
|
//[UserButtonCode_ShakeButton] -- add your button handler code here..
|
|
m_weights.shuffle(weightInitLabel->getText().getFloatValue());
|
|
redrawReconstruction();
|
|
redrawWeights((int)WeightsSlider->getValue());
|
|
//[/UserButtonCode_ShakeButton]
|
|
}
|
|
else if (buttonThatWasClicked == testButton)
|
|
{
|
|
//[UserButtonCode_testButton] -- add your button handler code here..
|
|
DrawTraining->setData(DrawReconstruction->getData());
|
|
redrawReconstruction();
|
|
//[/UserButtonCode_testButton]
|
|
}
|
|
else if (buttonThatWasClicked == createButton)
|
|
{
|
|
//[UserButtonCode_createButton] -- add your button handler code here..
|
|
m_vNumX = numVisibleLabel->getText().getIntValue();
|
|
m_vNumY = numVisibleYLabel->getText().getIntValue();
|
|
m_hNum = numHiddenLabel->getText().getIntValue();
|
|
|
|
m_weights.setUnits(m_vNumX*m_vNumY, m_hNum);
|
|
create();
|
|
//[/UserButtonCode_createButton]
|
|
}
|
|
else if (buttonThatWasClicked == loadButton)
|
|
{
|
|
//[UserButtonCode_loadButton] -- add your button handler code here..
|
|
load();
|
|
redrawReconstruction();
|
|
redrawWeights((int)WeightsSlider->getValue());
|
|
//[/UserButtonCode_loadButton]
|
|
}
|
|
else if (buttonThatWasClicked == saveButton)
|
|
{
|
|
//[UserButtonCode_saveButton] -- add your button handler code here..
|
|
save();
|
|
//[/UserButtonCode_saveButton]
|
|
}
|
|
else if (buttonThatWasClicked == loadTrainingButton)
|
|
{
|
|
//[UserButtonCode_loadTrainingButton] -- add your button handler code here..
|
|
m_layers.clear();
|
|
m_layers.load((String(getBaseDir() + String(".trainingStates.dat"))).toUTF8());
|
|
redrawReconstruction();
|
|
//[/UserButtonCode_loadTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == saveTrainingButton)
|
|
{
|
|
//[UserButtonCode_saveTrainingButton] -- add your button handler code here..
|
|
m_layers.save((String(getBaseDir() + String(".trainingStates.dat"))).toUTF8());
|
|
//[/UserButtonCode_saveTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == clearTrainingButton)
|
|
{
|
|
//[UserButtonCode_clearTrainingButton] -- add your button handler code here..
|
|
m_layers.clear();
|
|
//[/UserButtonCode_clearTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == removeTrainingButton)
|
|
{
|
|
//[UserButtonCode_removeTrainingButton] -- add your button handler code here..
|
|
m_layers.removeAt((int)patterSlider->getValue());
|
|
//[/UserButtonCode_removeTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == reconstructEquButton)
|
|
{
|
|
//[UserButtonCode_reconstructEquButton] -- add your button handler code here..
|
|
uint32_t i;
|
|
VectorXd V, H;
|
|
|
|
V = DrawTraining->getData();
|
|
for (i=0; i < 100; i++)
|
|
{
|
|
H = m_pRbm->toHidden(V);
|
|
DrawHidden->setData(H);
|
|
V = m_pRbm->toVisible(H);
|
|
DrawReconstruction->setData(V);
|
|
}
|
|
//[/UserButtonCode_reconstructEquButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmDoRaoBlackwellToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmDoRaoBlackwellToggleButton] -- add your button handler code here..
|
|
m_pRbm->setDoRaoBlackwell(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmDoRaoBlackwellToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmReduceVarianceToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmReduceVarianceToggleButton] -- add your button handler code here..
|
|
m_pRbm->setUseProbsForHiddenReconstruction(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmReduceVarianceToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmUseVisibleGaussianToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmUseVisibleGaussianToggleButton] -- add your button handler code here..
|
|
m_pRbm->setUseVisibleGaussian(buttonThatWasClicked->getToggleState());
|
|
rbmReduceVarianceToggleButton->setEnabled(!buttonThatWasClicked->getToggleState());
|
|
|
|
if (buttonThatWasClicked->getToggleState())
|
|
{
|
|
rbmReduceVarianceToggleButton_binary = rbmReduceVarianceToggleButton->getToggleState();
|
|
rbmReduceVarianceToggleButton->setToggleState(false, sendNotification);
|
|
sigmaLabel->setText(String(sigma_gauss, 2), sendNotification);
|
|
sigmaDecayLabel->setText(String(sigmaDecay_gauss, 2), sendNotification);
|
|
}
|
|
else
|
|
{
|
|
sigma_gauss = sigmaLabel->getText().getFloatValue();
|
|
sigmaDecay_gauss = sigmaDecayLabel->getText().getFloatValue();
|
|
sigmaLabel->setText("1.0", sendNotification);
|
|
sigmaDecayLabel->setText("1.0", sendNotification);
|
|
rbmReduceVarianceToggleButton->setToggleState(rbmReduceVarianceToggleButton_binary, sendNotification);
|
|
}
|
|
redrawReconstruction();
|
|
//[/UserButtonCode_rbmUseVisibleGaussianToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmDoSparseToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmDoSparseToggleButton] -- add your button handler code here..
|
|
m_pRbm->setDoSparse(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmDoSparseToggleButton]
|
|
}
|
|
|
|
//[UserbuttonClicked_Post]
|
|
//[/UserbuttonClicked_Post]
|
|
}
|
|
|
|
void MainComponent::sliderValueChanged (Slider* sliderThatWasMoved)
|
|
{
|
|
//[UsersliderValueChanged_Pre]
|
|
//[/UsersliderValueChanged_Pre]
|
|
|
|
if (sliderThatWasMoved == patterSlider)
|
|
{
|
|
//[UserSliderCode_patterSlider] -- add your slider handling code here..
|
|
if (m_layers.getSize() > 0)
|
|
{
|
|
VisibleLayer &p = (VisibleLayer&)m_layers.getAt((int)sliderThatWasMoved->getValue());
|
|
DrawTraining->setData(p.states());
|
|
redrawReconstruction();
|
|
}
|
|
//[/UserSliderCode_patterSlider]
|
|
}
|
|
else if (sliderThatWasMoved == WeightsSlider)
|
|
{
|
|
//[UserSliderCode_WeightsSlider] -- add your slider handling code here..
|
|
redrawWeights((int)sliderThatWasMoved->getValue());
|
|
//[/UserSliderCode_WeightsSlider]
|
|
}
|
|
else if (sliderThatWasMoved == numGibbsSlider)
|
|
{
|
|
//[UserSliderCode_numGibbsSlider] -- add your slider handling code here..
|
|
m_pRbm->setNumGibbs((uint32_t)sliderThatWasMoved->getValue());
|
|
//[/UserSliderCode_numGibbsSlider]
|
|
}
|
|
else if (sliderThatWasMoved == m_progressBarSlider)
|
|
{
|
|
//[UserSliderCode_m_progressBarSlider] -- add your slider handling code here..
|
|
//[/UserSliderCode_m_progressBarSlider]
|
|
}
|
|
|
|
//[UsersliderValueChanged_Post]
|
|
//[/UsersliderValueChanged_Post]
|
|
}
|
|
|
|
void MainComponent::labelTextChanged (Label* labelThatHasChanged)
|
|
{
|
|
//[UserlabelTextChanged_Pre]
|
|
//[/UserlabelTextChanged_Pre]
|
|
|
|
if (labelThatHasChanged == numEpochslabel)
|
|
{
|
|
//[UserLabelCode_numEpochslabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_numEpochslabel]
|
|
}
|
|
else if (labelThatHasChanged == learningRateLabel)
|
|
{
|
|
//[UserLabelCode_learningRateLabel] -- add your label text handling code here..
|
|
m_pRbm->setMuWeights(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_learningRateLabel]
|
|
}
|
|
else if (labelThatHasChanged == numVisibleLabel)
|
|
{
|
|
//[UserLabelCode_numVisibleLabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_numVisibleLabel]
|
|
}
|
|
else if (labelThatHasChanged == numHiddenLabel)
|
|
{
|
|
//[UserLabelCode_numHiddenLabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_numHiddenLabel]
|
|
}
|
|
else if (labelThatHasChanged == projectNameLabel)
|
|
{
|
|
//[UserLabelCode_projectNameLabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_projectNameLabel]
|
|
}
|
|
else if (labelThatHasChanged == numVisibleYLabel)
|
|
{
|
|
//[UserLabelCode_numVisibleYLabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_numVisibleYLabel]
|
|
}
|
|
else if (labelThatHasChanged == lambdaLabel)
|
|
{
|
|
//[UserLabelCode_lambdaLabel] -- add your label text handling code here..
|
|
m_pRbm->setLambda(labelThatHasChanged->getText().getFloatValue());
|
|
redrawReconstruction();
|
|
//[/UserLabelCode_lambdaLabel]
|
|
}
|
|
else if (labelThatHasChanged == sigmaLabel)
|
|
{
|
|
//[UserLabelCode_sigmaLabel] -- add your label text handling code here..
|
|
m_pRbm->setSigma(labelThatHasChanged->getText().getFloatValue());
|
|
redrawReconstruction();
|
|
//[/UserLabelCode_sigmaLabel]
|
|
}
|
|
else if (labelThatHasChanged == sparsityLabel)
|
|
{
|
|
//[UserLabelCode_sparsityLabel] -- add your label text handling code here..
|
|
m_pRbm->setSparsity(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sparsityLabel]
|
|
}
|
|
else if (labelThatHasChanged == sigmaDecayLabel)
|
|
{
|
|
//[UserLabelCode_sigmaDecayLabel] -- add your label text handling code here..
|
|
m_pRbm->setSigmaDecay(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sigmaDecayLabel]
|
|
}
|
|
else if (labelThatHasChanged == weightDecayLabel)
|
|
{
|
|
//[UserLabelCode_weightDecayLabel] -- add your label text handling code here..
|
|
m_pRbm->setWeightDecay(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_weightDecayLabel]
|
|
}
|
|
else if (labelThatHasChanged == momentumLabel)
|
|
{
|
|
//[UserLabelCode_momentumLabel] -- add your label text handling code here..
|
|
m_pRbm->setMomentum(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_momentumLabel]
|
|
}
|
|
else if (labelThatHasChanged == sparsityLearningRateLabel)
|
|
{
|
|
//[UserLabelCode_sparsityLearningRateLabel] -- add your label text handling code here..
|
|
m_pRbm->setMuSparsity(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sparsityLearningRateLabel]
|
|
}
|
|
else if (labelThatHasChanged == weightInitLabel)
|
|
{
|
|
//[UserLabelCode_weightInitLabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_weightInitLabel]
|
|
}
|
|
|
|
//[UserlabelTextChanged_Post]
|
|
//[/UserlabelTextChanged_Post]
|
|
}
|
|
|
|
|
|
|
|
//[MiscUserCode] You can add your own definitions of your custom methods or any other code here...
|
|
void MainComponent::load ()
|
|
{
|
|
m_weights.load((String(getBaseDir() + String(".weights.dat"))).toUTF8());
|
|
|
|
m_vNumX = m_vNumY = (int)sqrt((float)m_weights.getNumVisible());
|
|
m_hNum = m_weights.getNumHidden();
|
|
create();
|
|
}
|
|
|
|
void MainComponent::save ()
|
|
{
|
|
m_weights.save((String(getBaseDir() + String(".weights.dat"))).toUTF8());
|
|
}
|
|
|
|
void MainComponent::create()
|
|
{
|
|
DrawTraining = nullptr;
|
|
DrawReconstruction = nullptr;
|
|
DrawWeights = nullptr;
|
|
DrawHidden = nullptr;
|
|
m_pRbm = nullptr;
|
|
|
|
WeightsSlider->setRange(0, m_hNum-1, 1);
|
|
|
|
addAndMakeVisible (DrawTraining = new DrawComponent (m_vNumX, m_vNumY));
|
|
DrawTraining->setListener(this);
|
|
addAndMakeVisible (DrawReconstruction = new DrawComponent (m_vNumX, m_vNumY));
|
|
addAndMakeVisible (DrawWeights = new DrawComponent (m_vNumX, m_vNumY));
|
|
addAndMakeVisible (DrawHidden = new DrawComponent (m_hNum, 1));
|
|
DrawHidden->setListener(this);
|
|
numVisibleLabel->setText(String(m_vNumX), dontSendNotification );
|
|
numVisibleYLabel->setText(String(m_vNumY), dontSendNotification );
|
|
numHiddenLabel->setText(String(m_hNum), dontSendNotification );
|
|
|
|
m_pRbm = new Rbm(m_weights, this);
|
|
sigma_gauss = 0.5;
|
|
sigmaDecay_gauss = 1.0;
|
|
m_pRbm->setDoRaoBlackwell(rbmDoRaoBlackwellToggleButton->getToggleState());
|
|
m_pRbm->setUseProbsForHiddenReconstruction(rbmReduceVarianceToggleButton->getToggleState());
|
|
m_pRbm->setUseVisibleGaussian(rbmUseVisibleGaussianToggleButton->getToggleState());
|
|
m_pRbm->setDoSparse(rbmDoSparseToggleButton->getToggleState());
|
|
|
|
m_pRbm->setLambda(lambdaLabel->getText().getFloatValue());
|
|
m_pRbm->setSigma(sigmaLabel->getText().getFloatValue());
|
|
m_pRbm->setSigmaDecay(sigmaDecayLabel->getText().getFloatValue());
|
|
m_pRbm->setWeightDecay(weightDecayLabel->getText().getFloatValue());
|
|
m_pRbm->setSparsity(sparsityLabel->getText().getFloatValue());
|
|
m_pRbm->setNumGibbs((uint32_t)numGibbsSlider->getValue());
|
|
|
|
|
|
resized();
|
|
}
|
|
|
|
void MainComponent::destroy()
|
|
{
|
|
}
|
|
|
|
const juce::String& MainComponent::getBaseDir()
|
|
{
|
|
m_baseDir = String("./") + projectNameLabel->getText();
|
|
|
|
return m_baseDir;
|
|
|
|
}
|
|
|
|
void MainComponent::onChanged(const LayerArray<VisibleLayer> &obj)
|
|
{
|
|
patterSlider->setRange(0, std::max(0,(int)m_layers.getSize()-1), 1);
|
|
}
|
|
|
|
void MainComponent::onEpochTrained(const Rbm &obj)
|
|
{
|
|
// mylog("Training %f %%\n", obj.getProgress()*100);
|
|
redrawReconstruction();
|
|
redrawWeights((int)WeightsSlider->getValue());
|
|
m_progressBarSlider->setValue((int)(100*obj.getProgress()), dontSendNotification);
|
|
}
|
|
|
|
void MainComponent::onDraw(DrawComponent &obj)
|
|
{
|
|
if (&obj == DrawHidden)
|
|
{
|
|
DrawReconstruction->setData(m_pRbm->toVisible(obj.getData()));
|
|
}
|
|
if (&obj == DrawTraining)
|
|
{
|
|
DrawReconstruction->setData(m_pRbm->toVisible(m_pRbm->toHidden(obj.getData())));
|
|
DrawHidden->setData(m_pRbm->toHidden(obj.getData()));
|
|
}
|
|
}
|
|
|
|
void MainComponent::redrawReconstruction()
|
|
{
|
|
DrawHidden->setData(m_pRbm->toHidden(DrawTraining->getData()));
|
|
DrawReconstruction->setData(m_pRbm->toVisible(DrawHidden->getData()));
|
|
}
|
|
|
|
void MainComponent::redrawWeights(int index)
|
|
{
|
|
VectorXd w = m_weights.weights().col(index);
|
|
VectorXd temp = w;
|
|
double min = +1E12;
|
|
double max = -1E12;
|
|
|
|
for (int i=0; i < m_vNumX*m_vNumY; i++)
|
|
{
|
|
min = std::min<double>(min, (double)temp[i]);
|
|
max = std::max<double>(max, (double)temp[i]);
|
|
}
|
|
for (int i=0; i < m_vNumX*m_vNumY; i++)
|
|
{
|
|
temp[i] -= min;
|
|
}
|
|
for (int i=0; i < m_vNumX*m_vNumY; i++)
|
|
{
|
|
temp[i] /= (max-min);
|
|
}
|
|
|
|
DrawWeights->setData(temp);
|
|
}
|
|
|
|
void MainComponent::run()
|
|
{
|
|
trainButton->setEnabled(false);
|
|
m_pRbm->train(m_layers, numEpochslabel->getText().getIntValue());
|
|
trainButton->setEnabled(true);
|
|
}
|
|
|
|
//[/MiscUserCode]
|
|
|
|
|
|
//==============================================================================
|
|
#if 0
|
|
/* -- Introjucer information section --
|
|
|
|
This is where the Introjucer stores the metadata that describe this GUI layout, so
|
|
make changes in here at your peril!
|
|
|
|
BEGIN_JUCER_METADATA
|
|
|
|
<JUCER_COMPONENT documentType="Component" className="MainComponent" componentName=""
|
|
parentClasses="public Component, public LayerArrayListener<VisibleLayer>, public RbmListener, public DrawListener, public Thread"
|
|
constructorParams="" variableInitialisers="Thread("RBM"), m_layers(this), m_pRbm(nullptr) DrawTraining(nullptr), DrawReconstruction(nullptr), DrawWeights(nullptr), DrawHidden(nullptr)"
|
|
snapPixels="8" snapActive="1" snapShown="1" overlayOpacity="0.330"
|
|
fixedSize="1" initialWidth="800" initialHeight="600">
|
|
<BACKGROUND backgroundColour="ffffffff">
|
|
<TEXT pos="32 306 80 14" fill="solid: ff000000" hasStroke="0" text="Sigma"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="120 306 80 14" fill="solid: ff000000" hasStroke="0" text="Lambda"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="32 354 80 14" fill="solid: ff000000" hasStroke="0" text="Num. epochs"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="120 354 80 14" fill="solid: ff000000" hasStroke="0" text="Alpha"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="208 306 80 14" fill="solid: ff000000" hasStroke="0" text="Sparsity"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="296 306 96 14" fill="solid: ff000000" hasStroke="0" text="Sigma decay"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="296 354 96 14" fill="solid: ff000000" hasStroke="0" text="Weight decay"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="208 354 80 14" fill="solid: ff000000" hasStroke="0" text="Momentum"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="408 306 96 14" fill="solid: ff000000" hasStroke="0" text="Sparsity Alpha"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="408 354 96 14" fill="solid: ff000000" hasStroke="0" text="Weight init"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
</BACKGROUND>
|
|
<TEXTBUTTON name="Train button" id="7909d74b5522987c" memberName="trainButton"
|
|
virtualName="" explicitFocusOrder="0" pos="120 408 72 24" buttonText="Train"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Add button" id="4609f7b526ec1aef" memberName="addButton"
|
|
virtualName="" explicitFocusOrder="0" pos="24 160 72 24" buttonText="Add"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<SLIDER name="Pattern slider" id="c3e0a2c816db81d1" memberName="patterSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="224 448 184 24" min="0"
|
|
max="0" int="1" style="LinearBar" textBoxPos="TextBoxLeft" textBoxEditable="1"
|
|
textBoxWidth="80" textBoxHeight="20" skewFactor="1"/>
|
|
<TEXTBUTTON name="Reconstruct button" id="c1901d121a5819d6" memberName="reconstructButton"
|
|
virtualName="" explicitFocusOrder="0" pos="24 408 72 24" buttonText="Reconstruct"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Shake button" id="7fa4964a9a9ed199" memberName="ShakeButton"
|
|
virtualName="" explicitFocusOrder="0" pos="120 448 72 24" buttonText="Shake"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<SLIDER name="Weights slider" id="699075a1fc01458a" memberName="WeightsSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="224 488 184 24" min="0"
|
|
max="0" int="1" style="LinearBar" textBoxPos="TextBoxLeft" textBoxEditable="1"
|
|
textBoxWidth="80" textBoxHeight="20" skewFactor="1"/>
|
|
<LABEL name="Num Epochs label" id="b23ae372ee931474" memberName="numEpochslabel"
|
|
virtualName="" explicitFocusOrder="0" pos="32 368 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="100" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="Learning Rate label" id="49611a27914e910d" memberName="learningRateLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="120 368 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0.01" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<TEXTBUTTON name="Test button" id="a1e6fed732ae7ee1" memberName="testButton"
|
|
virtualName="" explicitFocusOrder="0" pos="120 160 72 24" buttonText="Test"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<LABEL name="Num Visible label" id="60acd702770b77dd" memberName="numVisibleLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="504 224 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="99999" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="Num Hidden label" id="8a56c0419bd3ce86" memberName="numHiddenLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="552 256 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="99999" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<TEXTBUTTON name="Create button" id="6c71593a581844eb" memberName="createButton"
|
|
virtualName="" explicitFocusOrder="0" pos="552 288 72 24" buttonText="Create"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<LABEL name="Project Name label" id="b4e855167abdac6b" memberName="projectNameLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="536 192 96 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="TestPrj" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<TEXTBUTTON name="Load button" id="4e606c77b12e7d11" memberName="loadButton"
|
|
virtualName="" explicitFocusOrder="0" pos="504 160 72 24" buttonText="Load"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Save button" id="c435e774a51e39bf" memberName="saveButton"
|
|
virtualName="" explicitFocusOrder="0" pos="584 160 72 24" buttonText="Save"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<LABEL name="Num Visible Y label" id="101a4f77ca2445ba" memberName="numVisibleYLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="576 224 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="99999" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<TEXTBUTTON name="Load Training button" id="c603a32c128de05d" memberName="loadTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="504 48 72 24" buttonText="Load T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Save Training button" id="8e665b97490357c4" memberName="saveTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="584 48 72 24" buttonText="Save T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Clear Training button" id="b4c148828519c013" memberName="clearTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="584 88 72 24" buttonText="Clear T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Remove Training button" id="f0e1d068c39986f3" memberName="removeTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="504 88 72 24" buttonText="Remove T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<SLIDER name="Num. Gibbs slider" id="fdd9d5ca4e05e18c" memberName="numGibbsSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="224 408 184 24" min="1"
|
|
max="10" int="1" style="LinearBar" textBoxPos="TextBoxLeft" textBoxEditable="1"
|
|
textBoxWidth="80" textBoxHeight="20" skewFactor="1"/>
|
|
<TEXTBUTTON name="Reconstruct Equilibrium button" id="208a587f5556207" memberName="reconstructEquButton"
|
|
virtualName="" explicitFocusOrder="0" pos="24 448 72 24" buttonText="Reconst Equ."
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TOGGLEBUTTON name="rbmDoRaoBlackwell toggle button" id="7f585de46e182418"
|
|
memberName="rbmDoRaoBlackwellToggleButton" virtualName="" explicitFocusOrder="0"
|
|
pos="24 200 112 24" buttonText="Rao-Blackwell" connectedEdges="0"
|
|
needsCallback="1" radioGroupId="0" state="0"/>
|
|
<TOGGLEBUTTON name="rbmReduceVariance toggle button" id="1636f6389abe9225"
|
|
memberName="rbmReduceVarianceToggleButton" virtualName="" explicitFocusOrder="0"
|
|
pos="168 200 128 24" buttonText="Reduce Variance" connectedEdges="0"
|
|
needsCallback="1" radioGroupId="0" state="0"/>
|
|
<LABEL name="Lambda label" id="c51a5dfb587390b4" memberName="lambdaLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="120 320 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="1.0" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="Sigma label" id="68d7dad32ed357f8" memberName="sigmaLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="32 320 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="1.0" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<TOGGLEBUTTON name="rbmUseVisibleGaussian toggle button" id="c89b32a4deaa7f19"
|
|
memberName="rbmUseVisibleGaussianToggleButton" virtualName=""
|
|
explicitFocusOrder="0" pos="168 232 160 24" buttonText="Use gaussian visible"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0" state="0"/>
|
|
<TOGGLEBUTTON name="rbmDoSparse toggle button" id="ed3f2602ab35b5f2" memberName="rbmDoSparseToggleButton"
|
|
virtualName="" explicitFocusOrder="0" pos="24 232 128 24" buttonText="Do sparse"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0" state="0"/>
|
|
<LABEL name="Sparsity label" id="f4efe44dc0ca4894" memberName="sparsityLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="208 320 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0.05" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="SigmaDecay label" id="d5f2f5fffdafd926" memberName="sigmaDecayLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="304 320 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="1.0" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="WeightDecay label" id="67bf3a0bec436468" memberName="weightDecayLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="304 368 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0.0002" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<SLIDER name="progressBar slider" id="8c8748f39f6d0ec6" memberName="m_progressBarSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="216 160 184 24" min="0"
|
|
max="100" int="1" style="LinearBar" textBoxPos="TextBoxLeft"
|
|
textBoxEditable="0" textBoxWidth="80" textBoxHeight="20" skewFactor="1"/>
|
|
<LABEL name="Momentum label" id="570ca1355ccd4cdd" memberName="momentumLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="208 368 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0.5" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="SparsityLearn label" id="8e452129810c0ed3" memberName="sparsityLearningRateLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="416 320 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0.01" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
<LABEL name="WeightInit label" id="c827025f2cc51ddf" memberName="weightInitLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="416 368 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0.001" editableSingleClick="1" editableDoubleClick="1"
|
|
focusDiscardsChanges="0" fontname="Default font" fontsize="15"
|
|
bold="0" italic="0" justification="36"/>
|
|
</JUCER_COMPONENT>
|
|
|
|
END_JUCER_METADATA
|
|
*/
|
|
#endif
|
|
|
|
|
|
//[EndFile] You can add extra defines here...
|
|
//[/EndFile]
|