jens
57cdfd7065
- GUI: added gaussian hidden, added mini batch size - Rbm: added mini batch training revised sample functions, reverted to old weight decay git-svn-id: http://moon:8086/svn/software/trunk/projects/RBM@305 b431acfa-c32f-4a4a-93f1-934dc6c82436
1138 lines
54 KiB
C++
1138 lines
54 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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//[/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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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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//[/MiscUserDefs]
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//==============================================================================
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MainComponent::MainComponent ()
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: Thread("RBM"),
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m_pRbmComponentCurr(nullptr),
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m_weightsCurr(nullptr),
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m_layers(this)
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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->setTooltip (TRANS("Training index"));
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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 (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->setTooltip (TRANS("Weight index"));
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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("1000")));
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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 (numVisibleLabel = new Label ("Num Visible label",
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TRANS("16")));
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numVisibleLabel->setTooltip (TRANS("Number of visible units X"));
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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("64")));
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numHiddenLabel->setTooltip (TRANS("Number of hidden units"));
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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("test")));
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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("16")));
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numVisibleYLabel->setTooltip (TRANS("Number of visible units Y"));
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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->setTooltip (TRANS("Number of gibbs samples"));
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numGibbsSlider->setRange (1, 101, 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 (rbmDoRaoBlackwellToggleButton = new ToggleButton ("rbmDoRaoBlackwell toggle button"));
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rbmDoRaoBlackwellToggleButton->setTooltip (TRANS("Don\'t sample hidden during learning"));
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rbmDoRaoBlackwellToggleButton->setButtonText (TRANS("Rao-Blackwell"));
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rbmDoRaoBlackwellToggleButton->addListener (this);
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addAndMakeVisible (rbmDoSampleVisibleToggleButton = new ToggleButton ("rbmDoSampleVisible toggle button"));
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rbmDoSampleVisibleToggleButton->setTooltip (TRANS("Sample visible during learning\n"));
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rbmDoSampleVisibleToggleButton->setButtonText (TRANS("Sample Visible"));
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rbmDoSampleVisibleToggleButton->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")));
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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->setTooltip (TRANS("Progress"));
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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("0.01")));
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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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addAndMakeVisible (rbmLearnVarianceButton = new ToggleButton ("rbmLearnVariance button"));
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rbmLearnVarianceButton->setButtonText (TRANS("Learn Variance"));
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rbmLearnVarianceButton->addListener (this);
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addAndMakeVisible (rbmNormalizeDataToggleButton = new ToggleButton ("rbmNormalizeData toggle button"));
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rbmNormalizeDataToggleButton->setButtonText (TRANS("Normalize data"));
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rbmNormalizeDataToggleButton->addListener (this);
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addAndMakeVisible (m_rbmSelect = new ComboBox ("RBM Selector"));
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m_rbmSelect->setEditableText (false);
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m_rbmSelect->setJustificationType (Justification::centredLeft);
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m_rbmSelect->setTextWhenNothingSelected (String::empty);
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m_rbmSelect->setTextWhenNoChoicesAvailable (TRANS("(no choices)"));
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m_rbmSelect->addListener (this);
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addAndMakeVisible (rbmDoSampleBatch = new ToggleButton ("rbmDoSampleBatch button"));
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rbmDoSampleBatch->setTooltip (TRANS("Sample training data during learning\n"));
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rbmDoSampleBatch->setButtonText (TRANS("Sample training"));
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rbmDoSampleBatch->addListener (this);
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addAndMakeVisible (sizeMiniBatch = new Label ("sizeMiniBatch",
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TRANS("0")));
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sizeMiniBatch->setTooltip (TRANS("Maximum number of training samples per train"));
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sizeMiniBatch->setFont (Font (15.00f, Font::plain));
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sizeMiniBatch->setJustificationType (Justification::centred);
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sizeMiniBatch->setEditable (true, true, false);
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sizeMiniBatch->setColour (TextEditor::textColourId, Colours::black);
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sizeMiniBatch->setColour (TextEditor::backgroundColourId, Colour (0x00000000));
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sizeMiniBatch->addListener (this);
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addAndMakeVisible (rbmUseHiddenGaussianToggleButton = new ToggleButton ("rbmUseHiddenGaussian toggle button"));
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rbmUseHiddenGaussianToggleButton->setButtonText (TRANS("Use gaussian hidden"));
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rbmUseHiddenGaussianToggleButton->addListener (this);
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//[UserPreSize]
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memset(m_pRbmComponent, 0, sizeof(m_pRbmComponent));
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memset(m_weights, 0, sizeof(m_weights));
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m_rbmSelect->addItem(String(0), 1);
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m_rbmSelect->setSelectedId(1, dontSendNotification);
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m_progressBarSlider->setValue(100);
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//[/UserPreSize]
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setSize (1200, 600);
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//[Constructor] You can add your own custom stuff here..
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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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ShakeButton = nullptr;
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WeightsSlider = nullptr;
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numEpochslabel = nullptr;
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learningRateLabel = 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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rbmDoRaoBlackwellToggleButton = nullptr;
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rbmDoSampleVisibleToggleButton = 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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rbmLearnVarianceButton = nullptr;
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rbmNormalizeDataToggleButton = nullptr;
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m_rbmSelect = nullptr;
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rbmDoSampleBatch = nullptr;
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sizeMiniBatch = nullptr;
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rbmUseHiddenGaussianToggleButton = nullptr;
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//[Destructor]. You can add your own custom destruction code here..
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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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560, 138, 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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648, 138, 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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551, 186, 91, 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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648, 186, 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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736, 138, 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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824, 138, 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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824, 186, 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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736, 186, 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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936, 138, 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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936, 186, 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 (648, 20, 72, 24);
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addButton->setBounds (556, 20, 72, 24);
|
|
patterSlider->setBounds (896, 280, 220, 24);
|
|
ShakeButton->setBounds (740, 20, 72, 24);
|
|
WeightsSlider->setBounds (896, 320, 220, 24);
|
|
numEpochslabel->setBounds (564, 200, 72, 24);
|
|
learningRateLabel->setBounds (652, 200, 72, 24);
|
|
numVisibleLabel->setBounds (656, 248, 48, 24);
|
|
numHiddenLabel->setBounds (780, 248, 48, 24);
|
|
createButton->setBounds (728, 280, 72, 24);
|
|
projectNameLabel->setBounds (552, 248, 96, 24);
|
|
loadButton->setBounds (564, 280, 72, 24);
|
|
saveButton->setBounds (644, 280, 72, 24);
|
|
numVisibleYLabel->setBounds (716, 248, 48, 24);
|
|
loadTrainingButton->setBounds (564, 316, 72, 24);
|
|
saveTrainingButton->setBounds (644, 316, 72, 24);
|
|
clearTrainingButton->setBounds (804, 316, 72, 24);
|
|
removeTrainingButton->setBounds (724, 316, 72, 24);
|
|
numGibbsSlider->setBounds (896, 240, 220, 24);
|
|
rbmDoRaoBlackwellToggleButton->setBounds (556, 60, 112, 24);
|
|
rbmDoSampleVisibleToggleButton->setBounds (680, 60, 128, 24);
|
|
lambdaLabel->setBounds (652, 152, 72, 24);
|
|
sigmaLabel->setBounds (564, 152, 72, 24);
|
|
rbmUseVisibleGaussianToggleButton->setBounds (680, 92, 156, 24);
|
|
rbmDoSparseToggleButton->setBounds (556, 92, 96, 24);
|
|
sparsityLabel->setBounds (740, 152, 72, 24);
|
|
sigmaDecayLabel->setBounds (836, 152, 72, 24);
|
|
weightDecayLabel->setBounds (836, 200, 72, 24);
|
|
m_progressBarSlider->setBounds (828, 20, 220, 24);
|
|
momentumLabel->setBounds (740, 200, 72, 24);
|
|
sparsityLearningRateLabel->setBounds (948, 152, 72, 24);
|
|
weightInitLabel->setBounds (948, 200, 72, 24);
|
|
rbmLearnVarianceButton->setBounds (1004, 92, 128, 24);
|
|
rbmNormalizeDataToggleButton->setBounds (1004, 60, 124, 24);
|
|
m_rbmSelect->setBounds (812, 280, 62, 24);
|
|
rbmDoSampleBatch->setBounds (844, 60, 128, 24);
|
|
sizeMiniBatch->setBounds (1064, 20, 48, 24);
|
|
rbmUseHiddenGaussianToggleButton->setBounds (840, 92, 156, 24);
|
|
//[UserResized] Add your own custom resize handling here..
|
|
//[/UserResized]
|
|
}
|
|
|
|
void MainComponent::buttonClicked (Button* buttonThatWasClicked)
|
|
{
|
|
//[UserbuttonClicked_Pre]
|
|
//[/UserbuttonClicked_Pre]
|
|
|
|
if (buttonThatWasClicked == trainButton)
|
|
{
|
|
//[UserButtonCode_trainButton] -- add your button handler code here..
|
|
startThread();
|
|
//[/UserButtonCode_trainButton]
|
|
}
|
|
else if (buttonThatWasClicked == addButton)
|
|
{
|
|
//[UserButtonCode_addButton] -- add your button handler code here..
|
|
m_layers.add(m_pRbmComponent[0]->getTrainingData(), m_weights[0]->getNumVisible());
|
|
m_pRbmComponent[0]->batchchanged();
|
|
//[/UserButtonCode_addButton]
|
|
}
|
|
else if (buttonThatWasClicked == ShakeButton)
|
|
{
|
|
//[UserButtonCode_ShakeButton] -- add your button handler code here..
|
|
m_weightsCurr->shuffle(weightInitLabel->getText().getFloatValue());
|
|
m_pRbmComponentCurr->batchchanged();
|
|
m_pRbmComponentCurr->redrawWeights();
|
|
m_pRbmComponentCurr->redrawReconstruction();
|
|
//[/UserButtonCode_ShakeButton]
|
|
}
|
|
else if (buttonThatWasClicked == createButton)
|
|
{
|
|
//[UserButtonCode_createButton] -- add your button handler code here..
|
|
create();
|
|
//[/UserButtonCode_createButton]
|
|
}
|
|
else if (buttonThatWasClicked == loadButton)
|
|
{
|
|
//[UserButtonCode_loadButton] -- add your button handler code here..
|
|
m_rbmSelect->setSelectedId(1, sendNotification);
|
|
create(getBaseDir());
|
|
//[/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..
|
|
loadTraining((String(getBaseDir() + String(".trainingStates.dat"))).toUTF8());
|
|
m_pRbmComponent[0]->batchchanged();
|
|
//[/UserButtonCode_loadTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == saveTrainingButton)
|
|
{
|
|
//[UserButtonCode_saveTrainingButton] -- add your button handler code here..
|
|
saveTraining((String(getBaseDir() + String(".trainingStates.dat"))).toUTF8());
|
|
//[/UserButtonCode_saveTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == clearTrainingButton)
|
|
{
|
|
//[UserButtonCode_clearTrainingButton] -- add your button handler code here..
|
|
clearTraining();
|
|
m_pRbmComponent[0]->batchchanged();
|
|
//[/UserButtonCode_clearTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == removeTrainingButton)
|
|
{
|
|
//[UserButtonCode_removeTrainingButton] -- add your button handler code here..
|
|
removeTrainingAt((int)patterSlider->getValue());
|
|
m_pRbmComponent[0]->batchchanged();
|
|
//[/UserButtonCode_removeTrainingButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmDoRaoBlackwellToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmDoRaoBlackwellToggleButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setDoRaoBlackwell(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmDoRaoBlackwellToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmDoSampleVisibleToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmDoSampleVisibleToggleButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setDoSampleVisible(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmDoSampleVisibleToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmUseVisibleGaussianToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmUseVisibleGaussianToggleButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setUseVisibleGaussian(buttonThatWasClicked->getToggleState());
|
|
m_pRbmComponentCurr->redrawReconstruction();
|
|
//[/UserButtonCode_rbmUseVisibleGaussianToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmDoSparseToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmDoSparseToggleButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setDoSparse(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmDoSparseToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmLearnVarianceButton)
|
|
{
|
|
//[UserButtonCode_rbmLearnVarianceButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setDoLearnVariance(buttonThatWasClicked->getToggleState());
|
|
if (!buttonThatWasClicked->getToggleState())
|
|
{
|
|
m_pRbmComponentCurr->setConstantSigma(sigmaLabel->getText().getFloatValue());
|
|
}
|
|
//[/UserButtonCode_rbmLearnVarianceButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmNormalizeDataToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmNormalizeDataToggleButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setNormalizeData(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmNormalizeDataToggleButton]
|
|
}
|
|
else if (buttonThatWasClicked == rbmDoSampleBatch)
|
|
{
|
|
//[UserButtonCode_rbmDoSampleBatch] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setDoSampleBatch(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmDoSampleBatch]
|
|
}
|
|
else if (buttonThatWasClicked == rbmUseHiddenGaussianToggleButton)
|
|
{
|
|
//[UserButtonCode_rbmUseHiddenGaussianToggleButton] -- add your button handler code here..
|
|
m_pRbmComponentCurr->setUseHiddenGaussian(buttonThatWasClicked->getToggleState());
|
|
//[/UserButtonCode_rbmUseHiddenGaussianToggleButton]
|
|
}
|
|
|
|
//[UserbuttonClicked_Post]
|
|
//[/UserbuttonClicked_Post]
|
|
}
|
|
|
|
void MainComponent::sliderValueChanged (Slider* sliderThatWasMoved)
|
|
{
|
|
//[UsersliderValueChanged_Pre]
|
|
//[/UsersliderValueChanged_Pre]
|
|
|
|
if (sliderThatWasMoved == patterSlider)
|
|
{
|
|
//[UserSliderCode_patterSlider] -- add your slider handling code here..
|
|
m_pRbmComponentCurr->setTrainingIndex((int)sliderThatWasMoved->getValue());
|
|
//[/UserSliderCode_patterSlider]
|
|
}
|
|
else if (sliderThatWasMoved == WeightsSlider)
|
|
{
|
|
//[UserSliderCode_WeightsSlider] -- add your slider handling code here..
|
|
m_pRbmComponentCurr->setWeightsIndex((int)sliderThatWasMoved->getValue());
|
|
//[/UserSliderCode_WeightsSlider]
|
|
}
|
|
else if (sliderThatWasMoved == numGibbsSlider)
|
|
{
|
|
//[UserSliderCode_numGibbsSlider] -- add your slider handling code here..
|
|
m_pRbmComponentCurr->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_pRbmComponentCurr->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_pRbmComponentCurr->setLambda(labelThatHasChanged->getText().getFloatValue());
|
|
m_pRbmComponentCurr->redrawReconstruction();
|
|
//[/UserLabelCode_lambdaLabel]
|
|
}
|
|
else if (labelThatHasChanged == sigmaLabel)
|
|
{
|
|
//[UserLabelCode_sigmaLabel] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setConstantSigma(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sigmaLabel]
|
|
}
|
|
else if (labelThatHasChanged == sparsityLabel)
|
|
{
|
|
//[UserLabelCode_sparsityLabel] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setSparsity(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sparsityLabel]
|
|
}
|
|
else if (labelThatHasChanged == sigmaDecayLabel)
|
|
{
|
|
//[UserLabelCode_sigmaDecayLabel] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setSigmaDecay(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sigmaDecayLabel]
|
|
}
|
|
else if (labelThatHasChanged == weightDecayLabel)
|
|
{
|
|
//[UserLabelCode_weightDecayLabel] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setWeightDecay(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_weightDecayLabel]
|
|
}
|
|
else if (labelThatHasChanged == momentumLabel)
|
|
{
|
|
//[UserLabelCode_momentumLabel] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setMomentum(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_momentumLabel]
|
|
}
|
|
else if (labelThatHasChanged == sparsityLearningRateLabel)
|
|
{
|
|
//[UserLabelCode_sparsityLearningRateLabel] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setMuSparsity(labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sparsityLearningRateLabel]
|
|
}
|
|
else if (labelThatHasChanged == weightInitLabel)
|
|
{
|
|
//[UserLabelCode_weightInitLabel] -- add your label text handling code here..
|
|
//[/UserLabelCode_weightInitLabel]
|
|
}
|
|
else if (labelThatHasChanged == sizeMiniBatch)
|
|
{
|
|
//[UserLabelCode_sizeMiniBatch] -- add your label text handling code here..
|
|
m_pRbmComponentCurr->setMiniBatchSize((size_t)labelThatHasChanged->getText().getFloatValue());
|
|
//[/UserLabelCode_sizeMiniBatch]
|
|
}
|
|
|
|
//[UserlabelTextChanged_Post]
|
|
//[/UserlabelTextChanged_Post]
|
|
}
|
|
|
|
void MainComponent::comboBoxChanged (ComboBox* comboBoxThatHasChanged)
|
|
{
|
|
//[UsercomboBoxChanged_Pre]
|
|
//[/UsercomboBoxChanged_Pre]
|
|
|
|
if (comboBoxThatHasChanged == m_rbmSelect)
|
|
{
|
|
//[UserComboBoxCode_m_rbmSelect] -- add your combo box handling code here..
|
|
m_pRbmComponentCurr = m_pRbmComponent[m_rbmSelect->getSelectedId()-1];
|
|
m_weightsCurr = m_weights[m_rbmSelect->getSelectedId()-1];
|
|
|
|
if (m_pRbmComponentCurr == nullptr)
|
|
{
|
|
create();
|
|
}
|
|
updateControls();
|
|
//[/UserComboBoxCode_m_rbmSelect]
|
|
}
|
|
|
|
//[UsercomboBoxChanged_Post]
|
|
//[/UsercomboBoxChanged_Post]
|
|
}
|
|
|
|
void MainComponent::mouseMove (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseMove] -- Add your code here...
|
|
//[/UserCode_mouseMove]
|
|
}
|
|
|
|
void MainComponent::mouseEnter (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseEnter] -- Add your code here...
|
|
//[/UserCode_mouseEnter]
|
|
}
|
|
|
|
void MainComponent::mouseExit (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseExit] -- Add your code here...
|
|
//[/UserCode_mouseExit]
|
|
}
|
|
|
|
void MainComponent::mouseDown (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseDown] -- Add your code here...
|
|
//[/UserCode_mouseDown]
|
|
}
|
|
|
|
void MainComponent::mouseDrag (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseDrag] -- Add your code here...
|
|
// e.eventComponent->setCentrePosition(e.getPosition().x, e.getPosition().y);
|
|
cout << "Mouse = " << e.x << "," << e.y << endl;
|
|
//[/UserCode_mouseDrag]
|
|
}
|
|
|
|
void MainComponent::mouseUp (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseUp] -- Add your code here...
|
|
//[/UserCode_mouseUp]
|
|
}
|
|
|
|
void MainComponent::mouseDoubleClick (const MouseEvent& e)
|
|
{
|
|
//[UserCode_mouseDoubleClick] -- Add your code here...
|
|
//[/UserCode_mouseDoubleClick]
|
|
}
|
|
|
|
void MainComponent::mouseWheelMove (const MouseEvent& e, const MouseWheelDetails& wheel)
|
|
{
|
|
//[UserCode_mouseWheelMove] -- Add your code here...
|
|
//[/UserCode_mouseWheelMove]
|
|
}
|
|
|
|
|
|
|
|
//[MiscUserCode] You can add your own definitions of your custom methods or any other code here...
|
|
void MainComponent::save ()
|
|
{
|
|
m_weights[0]->save((String(getBaseDir() + String(".weights.dat"))).toUTF8());
|
|
}
|
|
|
|
void MainComponent::create(juce::String const &projectName)
|
|
{
|
|
size_t id = m_rbmSelect->getSelectedId()-1;
|
|
bool shouldAddItem = true;
|
|
if (id == 0)
|
|
{
|
|
m_rbmSelect->clear(dontSendNotification);
|
|
m_rbmSelect->addItem(String(id), id+1);
|
|
m_rbmSelect->setSelectedId(id+1, dontSendNotification);
|
|
|
|
for (size_t i=0; i < DBN_SIZE; i++)
|
|
{
|
|
m_weights[i] = nullptr;
|
|
m_pRbmComponent[i] = nullptr;
|
|
}
|
|
if (!projectName.isEmpty())
|
|
{
|
|
m_weights[id] = new Weights((String(projectName + String(".weights.dat"))).toUTF8());
|
|
loadTraining((String(projectName + String(".trainingStates.dat"))).toUTF8());
|
|
}
|
|
else
|
|
{
|
|
m_weights[id] = new Weights(numVisibleLabel->getText().getIntValue(), numVisibleYLabel->getText().getIntValue(), numHiddenLabel->getText().getIntValue());
|
|
}
|
|
addAndMakeVisible(m_pRbmComponent[id] = new RbmComponent(*m_weights[id], m_layers.data(), *this));
|
|
}
|
|
else
|
|
{
|
|
shouldAddItem = m_pRbmComponent[id] == nullptr;
|
|
m_weights[id] = nullptr;
|
|
m_pRbmComponent[id] = nullptr;
|
|
m_weights[id] = new Weights(m_weights[id-1]->getNumHidden(), 1, numHiddenLabel->getText().getIntValue());
|
|
addAndMakeVisible(m_pRbmComponent[id] = new RbmComponent(*m_weights[id], m_pRbmComponent[id-1], *this));
|
|
}
|
|
m_pRbmComponentCurr = m_pRbmComponent[id];
|
|
m_weightsCurr = m_weights[id];
|
|
m_pRbmComponentCurr->setBounds (16, 140*id+16, 430, 130);
|
|
m_pRbmComponentCurr->batchchanged();
|
|
m_pRbmComponentCurr->redrawReconstruction();
|
|
m_pRbmComponentCurr->redrawWeights();
|
|
m_pRbmComponentCurr->redrawVariances();
|
|
|
|
if (((id+1) < DBN_SIZE) and shouldAddItem)
|
|
m_rbmSelect->addItem(String(id+1), id+2);
|
|
|
|
updateControls();
|
|
}
|
|
|
|
void MainComponent::destroy()
|
|
{
|
|
}
|
|
|
|
const juce::String& MainComponent::getBaseDir()
|
|
{
|
|
m_baseDir = String("./") + projectNameLabel->getText();
|
|
|
|
return m_baseDir;
|
|
|
|
}
|
|
|
|
void MainComponent::run()
|
|
{
|
|
// trainButton->setEnabled(false);
|
|
m_pRbmComponentCurr->train(numEpochslabel->getText().getIntValue());
|
|
// trainButton->setEnabled(true);
|
|
}
|
|
|
|
void MainComponent::onChanged(const LayerArray &obj)
|
|
{
|
|
patterSlider->setRange(0, obj.getSize()-1, 1);
|
|
}
|
|
|
|
void MainComponent::onProgressChanged(size_t progressPercent)
|
|
{
|
|
m_progressBarSlider->setValue(progressPercent);
|
|
}
|
|
|
|
void MainComponent::updateControls()
|
|
{
|
|
|
|
rbmDoRaoBlackwellToggleButton->setToggleState(m_pRbmComponentCurr->params().m_doRaoBlackwell, dontSendNotification);
|
|
rbmDoSampleVisibleToggleButton->setToggleState(m_pRbmComponentCurr->params().m_doSampleVisible, dontSendNotification);
|
|
rbmDoSampleBatch->setToggleState(m_pRbmComponentCurr->params().m_doSampleBatch, dontSendNotification);
|
|
rbmUseVisibleGaussianToggleButton->setToggleState(m_pRbmComponentCurr->params().m_useVisibleGaussian, dontSendNotification);
|
|
rbmUseHiddenGaussianToggleButton->setToggleState(m_pRbmComponentCurr->params().m_useHiddenGaussian, dontSendNotification);
|
|
rbmDoSparseToggleButton->setToggleState(m_pRbmComponentCurr->params().m_doSparse, dontSendNotification);
|
|
rbmLearnVarianceButton->setToggleState(m_pRbmComponentCurr->params().m_doLearnVariance, dontSendNotification);
|
|
rbmDoSampleBatch->setToggleState(m_pRbmComponentCurr->params().m_doSampleBatch, dontSendNotification);
|
|
|
|
lambdaLabel->setText(String(m_pRbmComponentCurr->params().m_lambda), dontSendNotification);
|
|
sigmaDecayLabel->setText(String(m_pRbmComponentCurr->params().m_sigmaDecay), dontSendNotification);
|
|
weightDecayLabel->setText(String(m_pRbmComponentCurr->params().m_weightDecay), dontSendNotification);
|
|
sparsityLabel->setText(String(m_pRbmComponentCurr->params().m_sparsity), dontSendNotification);
|
|
sigmaLabel->setText(String(m_pRbmComponentCurr->params().m_constantSigma), dontSendNotification);
|
|
sparsityLearningRateLabel->setText(String(m_pRbmComponentCurr->params().m_muSparsity), dontSendNotification);
|
|
learningRateLabel->setText(String(m_pRbmComponentCurr->params().m_muWeights), dontSendNotification);
|
|
momentumLabel->setText(String(m_pRbmComponentCurr->params().m_momentum), dontSendNotification);
|
|
numVisibleLabel->setText(String(m_weightsCurr->getNumVisibleX()), dontSendNotification );
|
|
numVisibleYLabel->setText(String(m_weightsCurr->getNumVisibleY()), dontSendNotification );
|
|
numHiddenLabel->setText(String(m_weightsCurr->getNumHidden()), dontSendNotification );
|
|
sizeMiniBatch->setText(String(m_pRbmComponentCurr->params().m_miniBatchSize), dontSendNotification);
|
|
|
|
WeightsSlider->setRange(0, m_weightsCurr->getNumHidden()-1, 1);
|
|
numGibbsSlider->setValue(m_pRbmComponentCurr->params().m_numGibbs);
|
|
WeightsSlider->setValue(m_pRbmComponentCurr->getWeightsIndex());
|
|
patterSlider->setValue(m_pRbmComponentCurr->getTrainingIndex());
|
|
|
|
}
|
|
|
|
//[/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 RbmComponentListener, public LayerArrayListener, public Thread"
|
|
constructorParams="" variableInitialisers="Thread("RBM"), m_pRbmComponentCurr(nullptr), m_weightsCurr(nullptr), m_layers(this)"
|
|
snapPixels="4" snapActive="1" snapShown="1" overlayOpacity="0.330"
|
|
fixedSize="1" initialWidth="1200" initialHeight="600">
|
|
<METHODS>
|
|
<METHOD name="mouseMove (const MouseEvent& e)"/>
|
|
<METHOD name="mouseEnter (const MouseEvent& e)"/>
|
|
<METHOD name="mouseExit (const MouseEvent& e)"/>
|
|
<METHOD name="mouseDown (const MouseEvent& e)"/>
|
|
<METHOD name="mouseDrag (const MouseEvent& e)"/>
|
|
<METHOD name="mouseUp (const MouseEvent& e)"/>
|
|
<METHOD name="mouseDoubleClick (const MouseEvent& e)"/>
|
|
<METHOD name="mouseWheelMove (const MouseEvent& e, const MouseWheelDetails& wheel)"/>
|
|
</METHODS>
|
|
<BACKGROUND backgroundColour="ffffffff">
|
|
<TEXT pos="560 138 80 14" fill="solid: ff000000" hasStroke="0" text="Sigma"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="648 138 80 14" fill="solid: ff000000" hasStroke="0" text="Lambda"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="551 186 91 14" fill="solid: ff000000" hasStroke="0" text="Num. epochs"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="648 186 80 14" fill="solid: ff000000" hasStroke="0" text="Alpha"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="736 138 80 14" fill="solid: ff000000" hasStroke="0" text="Sparsity"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="824 138 96 14" fill="solid: ff000000" hasStroke="0" text="Sigma decay"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="824 186 96 14" fill="solid: ff000000" hasStroke="0" text="Weight decay"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="736 186 80 14" fill="solid: ff000000" hasStroke="0" text="Momentum"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="936 138 96 14" fill="solid: ff000000" hasStroke="0" text="Sparsity Alpha"
|
|
fontname="Default font" fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TEXT pos="936 186 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="648 20 72 24" buttonText="Train"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Add button" id="4609f7b526ec1aef" memberName="addButton"
|
|
virtualName="" explicitFocusOrder="0" pos="556 20 72 24" buttonText="Add"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<SLIDER name="Pattern slider" id="c3e0a2c816db81d1" memberName="patterSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="896 280 220 24" tooltip="Training index"
|
|
min="0" max="0" int="1" style="LinearBar" textBoxPos="TextBoxLeft"
|
|
textBoxEditable="1" textBoxWidth="80" textBoxHeight="20" skewFactor="1"/>
|
|
<TEXTBUTTON name="Shake button" id="7fa4964a9a9ed199" memberName="ShakeButton"
|
|
virtualName="" explicitFocusOrder="0" pos="740 20 72 24" buttonText="Shake"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<SLIDER name="Weights slider" id="699075a1fc01458a" memberName="WeightsSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="896 320 220 24" tooltip="Weight index"
|
|
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="564 200 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="1000" 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="652 200 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="Num Visible label" id="60acd702770b77dd" memberName="numVisibleLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="656 248 48 24" tooltip="Number of visible units X"
|
|
edTextCol="ff000000" edBkgCol="0" labelText="16" 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="780 248 48 24" tooltip="Number of hidden units"
|
|
edTextCol="ff000000" edBkgCol="0" labelText="64" 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="728 280 72 24" buttonText="Create"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<LABEL name="Project Name label" id="b4e855167abdac6b" memberName="projectNameLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="552 248 96 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="test" 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="564 280 72 24" buttonText="Load"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Save button" id="c435e774a51e39bf" memberName="saveButton"
|
|
virtualName="" explicitFocusOrder="0" pos="644 280 72 24" buttonText="Save"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<LABEL name="Num Visible Y label" id="101a4f77ca2445ba" memberName="numVisibleYLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="716 248 48 24" tooltip="Number of visible units Y"
|
|
edTextCol="ff000000" edBkgCol="0" labelText="16" 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="564 316 72 24" buttonText="Load T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Save Training button" id="8e665b97490357c4" memberName="saveTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="644 316 72 24" buttonText="Save T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Clear Training button" id="b4c148828519c013" memberName="clearTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="804 316 72 24" buttonText="Clear T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<TEXTBUTTON name="Remove Training button" id="f0e1d068c39986f3" memberName="removeTrainingButton"
|
|
virtualName="" explicitFocusOrder="0" pos="724 316 72 24" buttonText="Remove T"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0"/>
|
|
<SLIDER name="Num. Gibbs slider" id="fdd9d5ca4e05e18c" memberName="numGibbsSlider"
|
|
virtualName="" explicitFocusOrder="0" pos="896 240 220 24" tooltip="Number of gibbs samples"
|
|
min="1" max="101" int="1" style="LinearBar" textBoxPos="TextBoxLeft"
|
|
textBoxEditable="1" textBoxWidth="80" textBoxHeight="20" skewFactor="1"/>
|
|
<TOGGLEBUTTON name="rbmDoRaoBlackwell toggle button" id="7f585de46e182418"
|
|
memberName="rbmDoRaoBlackwellToggleButton" virtualName="" explicitFocusOrder="0"
|
|
pos="556 60 112 24" tooltip="Don't sample hidden during learning"
|
|
buttonText="Rao-Blackwell" connectedEdges="0" needsCallback="1"
|
|
radioGroupId="0" state="0"/>
|
|
<TOGGLEBUTTON name="rbmDoSampleVisible toggle button" id="1636f6389abe9225"
|
|
memberName="rbmDoSampleVisibleToggleButton" virtualName="" explicitFocusOrder="0"
|
|
pos="680 60 128 24" tooltip="Sample visible during learning "
|
|
buttonText="Sample Visible" connectedEdges="0" needsCallback="1"
|
|
radioGroupId="0" state="0"/>
|
|
<LABEL name="Lambda label" id="c51a5dfb587390b4" memberName="lambdaLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="652 152 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="564 152 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="680 92 156 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="556 92 96 24" buttonText="Do sparse"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0" state="0"/>
|
|
<LABEL name="Sparsity label" id="f4efe44dc0ca4894" memberName="sparsityLabel"
|
|
virtualName="" explicitFocusOrder="0" pos="740 152 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="836 152 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="836 200 72 24" edTextCol="ff000000"
|
|
edBkgCol="0" labelText="0" 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="828 20 220 24" tooltip="Progress"
|
|
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="740 200 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="948 152 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="948 200 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"/>
|
|
<TOGGLEBUTTON name="rbmLearnVariance button" id="92c647c1f8b110a2" memberName="rbmLearnVarianceButton"
|
|
virtualName="" explicitFocusOrder="0" pos="1004 92 128 24" buttonText="Learn Variance"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0" state="0"/>
|
|
<TOGGLEBUTTON name="rbmNormalizeData toggle button" id="739772af1b096120" memberName="rbmNormalizeDataToggleButton"
|
|
virtualName="" explicitFocusOrder="0" pos="1004 60 124 24" buttonText="Normalize data"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0" state="0"/>
|
|
<COMBOBOX name="RBM Selector" id="71115a4f965bfd38" memberName="m_rbmSelect"
|
|
virtualName="" explicitFocusOrder="0" pos="812 280 62 24" editable="0"
|
|
layout="33" items="" textWhenNonSelected="" textWhenNoItems="(no choices)"/>
|
|
<TOGGLEBUTTON name="rbmDoSampleBatch button" id="73858ad06ad70b1a" memberName="rbmDoSampleBatch"
|
|
virtualName="" explicitFocusOrder="0" pos="844 60 128 24" tooltip="Sample training data during learning "
|
|
buttonText="Sample training" connectedEdges="0" needsCallback="1"
|
|
radioGroupId="0" state="0"/>
|
|
<LABEL name="sizeMiniBatch" id="dd9e3e6f2b7b22f8" memberName="sizeMiniBatch"
|
|
virtualName="" explicitFocusOrder="0" pos="1064 20 48 24" tooltip="Maximum number of training samples per train"
|
|
edTextCol="ff000000" edBkgCol="0" labelText="0" editableSingleClick="1"
|
|
editableDoubleClick="1" focusDiscardsChanges="0" fontname="Default font"
|
|
fontsize="15" bold="0" italic="0" justification="36"/>
|
|
<TOGGLEBUTTON name="rbmUseHiddenGaussian toggle button" id="92e05c920283616b"
|
|
memberName="rbmUseHiddenGaussianToggleButton" virtualName=""
|
|
explicitFocusOrder="0" pos="840 92 156 24" buttonText="Use gaussian hidden"
|
|
connectedEdges="0" needsCallback="1" radioGroupId="0" state="0"/>
|
|
</JUCER_COMPONENT>
|
|
|
|
END_JUCER_METADATA
|
|
*/
|
|
#endif
|
|
|
|
|
|
//[EndFile] You can add extra defines here...
|
|
//[/EndFile]
|