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mainwindow.cpp
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mainwindow.cpp
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#include "mainwindow.h"
#include "ui_mainwindow.h"
MainWindow::MainWindow(QWidget *parent)
: QMainWindow(parent)
, ui(new Ui::MainWindow)
{
ui->setupUi(this);
qApp->setStyle("Fusion");
QPalette darkPalette;
darkPalette.setColor(QPalette::Window, QColor(53,53,53));
darkPalette.setColor(QPalette::WindowText, Qt::white);
darkPalette.setColor(QPalette::Base, QColor(25,25,25));
darkPalette.setColor(QPalette::AlternateBase, QColor(53,53,53));
darkPalette.setColor(QPalette::ToolTipBase, QColor(53,53,53));
darkPalette.setColor(QPalette::ToolTipText, Qt::white);
darkPalette.setColor(QPalette::Text, Qt::white);
darkPalette.setColor(QPalette::Button, QColor(53,53,53));
darkPalette.setColor(QPalette::ButtonText, Qt::white);
darkPalette.setColor(QPalette::BrightText, Qt::red);
darkPalette.setColor(QPalette::Link, QColor(42, 130, 218));
darkPalette.setColor(QPalette::Highlight, QColor(42, 130, 218));
darkPalette.setColor(QPalette::HighlightedText, Qt::black);
darkPalette.setColor(QPalette::Disabled,QPalette::Text,QColor(164,166,168));
darkPalette.setColor(QPalette::Disabled,QPalette::WindowText,QColor(164,166,168));
darkPalette.setColor(QPalette::Disabled,QPalette::ButtonText,QColor(164,166,168));
darkPalette.setColor(QPalette::Disabled,QPalette::HighlightedText,QColor(164,166,168));
darkPalette.setColor(QPalette::Disabled,QPalette::Base,QColor(68,68,68));
darkPalette.setColor(QPalette::Disabled,QPalette::Window,QColor(68,68,68));
darkPalette.setColor(QPalette::Disabled,QPalette::Highlight,QColor(68,68,68));
#ifdef UNIX
qApp->setPalette(darkPalette);
#endif
qRegisterMetaType<QVector<int>>("QVector<int>");
timer = new QElapsedTimer();
status = new QLabel(ui->statusBar);
status->setText("Ready");
status->resize(status->width() * 2, status->height());
model1 = new QStandardItemModel(8, 4);
model1->setHeaderData(0, Qt::Horizontal, "X1");
model1->setHeaderData(1, Qt::Horizontal, "X2");
model1->setHeaderData(2, Qt::Horizontal, "X3");
model1->setHeaderData(3, Qt::Horizontal, "Y");
mdl = new QStandardItemModel(0, 2);
mdl->setHeaderData(0, Qt::Horizontal, "Property");
mdl->setHeaderData(1, Qt::Horizontal, "Test Results");
ui->treeView->setModel(mdl);
for (int i = 0; i < 8; ++i) {
N[i] = new MyNeuralNetwork();
}
p_arr = *arr;
for (int i = 0; i < 8; ++i) {
for (int j = 0; j < 4; ++j) {
model1->setData(model1->index(i, j), arr[i][j]);
}
}
ui->tableView->setModel(model1);
//ui->tableView->contentsRect().size();
model = new QStandardItemModel(0, 17);
modelTemp = new QStandardItemModel(0, 17);
model->setHeaderData(0, Qt::Horizontal, "X1");
model->setHeaderData(1, Qt::Horizontal, "X2");
model->setHeaderData(2, Qt::Horizontal, "X3");
model->setHeaderData(3, Qt::Horizontal, "W11");
model->setHeaderData(4, Qt::Horizontal, "W12");
model->setHeaderData(5, Qt::Horizontal, "W13");
model->setHeaderData(6, Qt::Horizontal, "W21");
model->setHeaderData(7, Qt::Horizontal, "W22");
model->setHeaderData(8, Qt::Horizontal, "W23");
model->setHeaderData(9, Qt::Horizontal, "W31");
model->setHeaderData(10, Qt::Horizontal, "W32");
model->setHeaderData(11, Qt::Horizontal, "WB1");
model->setHeaderData(12, Qt::Horizontal, "WB2");
model->setHeaderData(13, Qt::Horizontal, "WB3");
model->setHeaderData(14, Qt::Horizontal, "Y");
model->setHeaderData(15, Qt::Horizontal, "Y2");
model->setHeaderData(16, Qt::Horizontal, "Error Rate");
modelTemp->setHeaderData(0, Qt::Horizontal, "X1");
modelTemp->setHeaderData(1, Qt::Horizontal, "X2");
modelTemp->setHeaderData(2, Qt::Horizontal, "X3");
modelTemp->setHeaderData(3, Qt::Horizontal, "W11");
modelTemp->setHeaderData(4, Qt::Horizontal, "W12");
modelTemp->setHeaderData(5, Qt::Horizontal, "W13");
modelTemp->setHeaderData(6, Qt::Horizontal, "W21");
modelTemp->setHeaderData(7, Qt::Horizontal, "W22");
modelTemp->setHeaderData(8, Qt::Horizontal, "W23");
modelTemp->setHeaderData(9, Qt::Horizontal, "W31");
modelTemp->setHeaderData(10, Qt::Horizontal, "W32");
modelTemp->setHeaderData(11, Qt::Horizontal, "WB1");
modelTemp->setHeaderData(12, Qt::Horizontal, "WB2");
modelTemp->setHeaderData(13, Qt::Horizontal, "WB3");
modelTemp->setHeaderData(14, Qt::Horizontal, "Y");
modelTemp->setHeaderData(15, Qt::Horizontal, "Y2");
modelTemp->setHeaderData(16, Qt::Horizontal, "Error Rate");
models = new std::vector<std::vector<std::array<QString, 17>>>;
if (ui->spinBox->maximum() < 2 && !checked)
ui->spinBox_2->setDisabled(true);
else
ui->spinBox_2->setDisabled(false);
}
MainWindow::~MainWindow()
{
delete ui;
}
void MainWindow::fillData(int row, MyNeuralNetwork &N)
{
for (unsigned int i = 0; i < 17; ++i) {
if (i < 3) {
model->setData(model->index(row, int(i)), QString::number(N.getinOut()[i]));
rowData[i] = QString::number(N.getinOut()[i]);
} else if (i < 11 && i > 2) {
model->setData(model->index(row, int(i)), QString::number(N.getWeights()[i - 3]));
rowData[i] = QString::number(N.getWeights()[i - 3]);
} else if (i < 14 && i > 10) {
model->setData(model->index(row, int(i)), QString::number(N.getBias()[i - 11]));
rowData[i] = QString::number(N.getBias()[i - 11]);
} else if (i == 14) {
model->setData(model->index(row, int(i)), QString::number(N.getinOut()[3]));
rowData[i] = QString::number(N.getinOut()[3]);
} else if (i == 15) {
model->setData(model->index(row, int(i)), QString::number(N.getF()[2]));
rowData[i] = QString::number(N.getF()[2]);
} else {
model->setData(model->index(row, int(i)), QString::number(N.getError()));
rowData[i] = QString::number(N.getError());
}
}
mod.push_back(rowData);
}
void MainWindow::fillDataLast(int row, MyNeuralNetwork &N)
{
for (unsigned int i = 0; i < 17; ++i) {
if (i < 3) {
model->setData(model->index(row, int(i)), QString::number(N.getinOut()[i]));
} else if (i < 11 && i > 2) {
model->setData(model->index(row, int(i)), QString::number(N.getWeights()[i - 3]));
} else if (i < 14 && i > 10) {
model->setData(model->index(row, int(i)), QString::number(N.getBias()[i - 11]));
} else if (i == 14) {
model->setData(model->index(row, int(i)), QString::number(N.getinOut()[3]));
} else if (i == 15) {
model->setData(model->index(row, int(i)), QString::number(N.getF()[2]));
} else {
model->setData(model->index(row, int(i)), QString::number(N.getError()));
}
}
}
void MainWindow::start()
{
for (int i = 0; i < max; ++i) {
for (uint j = 0; j < iolist.size(); ++j) {
iolist[j]->run();
if (checked)
fillData(int(j), *iolist[j]);
else if (i + 1 == max)
fillDataLast(int(j), *iolist[j]);
}
if (checked) {
models->push_back(mod);
mod.clear();
}
}
}
void MainWindow::on_pushButton_clicked()
{
ui->pushButton_2->setDisabled(true);
ui->pushButton_3->setDisabled(true);
ui->pushButton_4->setDisabled(true);
model->removeRows(0, model->rowCount());
ui->tableView_2->setModel(nullptr);
selectionModel = ui->tableView->selectionModel();
QModelIndexList indexes = selectionModel->selectedIndexes();
iolist.clear();
for (int i = 0; i < model1->rowCount(); ++i) {
if (indexes.size() > 0) {
for (auto &index : indexes) {
if (index.column() == 0) {
if (index.row() != i) {
N[i]->setinOut(arr[i][0], arr[i][1], arr[i][2], arr[i][3]);
iolist.push_back(N[i]);
}
}
}
} else {
N[i]->setinOut(arr[i][0], arr[i][1], arr[i][2], arr[i][3]);
iolist.push_back(N[i]);
}
}
model->insertRows(0, int(iolist.size()));
checked = ui->checkBox->checkState();
max = ui->spinBox->value();
//if (max > 100000)
// ui->spinBox_2->setMinimum(max - 100000);
QApplication::setOverrideCursor(Qt::WaitCursor);
thread = QThread::create([&] { start(); });
status->setText("Running...");
timer->start();
connect(thread, SIGNAL(finished()), this, SLOT(refreshTable()));
thread->start();
}
void MainWindow::on_spinBox_valueChanged(int arg1)
{
if (arg1 > 2 && ui->checkBox->checkState())
ui->spinBox_2->setEnabled(true);
else
ui->spinBox_2->setEnabled(false);
}
void MainWindow::on_pushButton_3_clicked()
{
N[0]->resetWeights();
models->clear();
mod.clear();
model->removeRows(0, model->rowCount());
ui->pushButton_2->setDisabled(true);
}
void MainWindow::on_spinBox_2_valueChanged(int arg1)
{
if (m_size > 1 && ui->checkBox->checkState()) {
modelTemp->removeRows(0, modelTemp->rowCount());
modelTemp->insertRows(0, model->rowCount());
for (int i = 0; i < modelTemp->rowCount(); ++i) {
for (int j = 0; j < modelTemp->columnCount(); ++j) {
if (j < 3) {
modelTemp->setData(modelTemp->index(int(i), int(j)),
models->at(arg1 - 1).at(i).at(j));
} else if (j < 11 && j > 2) {
modelTemp->setData(modelTemp->index(int(i), int(j)),
models->at(arg1 - 1).at(i).at(j));
} else if (j < 14 && j > 10) {
modelTemp->setData(modelTemp->index(int(i), int(j)),
models->at(arg1 - 1).at(i).at(j));
} else if (j == 14) {
modelTemp->setData(modelTemp->index(int(i), int(j)),
models->at(arg1 - 1).at(i).at(j));
} else if (j == 15) {
modelTemp->setData(modelTemp->index(int(i), int(j)),
models->at(arg1 - 1).at(i).at(j));
} else {
modelTemp->setData(modelTemp->index(int(i), int(j)),
models->at(arg1 - 1).at(i).at(j));
}
}
}
ui->tableView_2->setModel(modelTemp);
ui->tableView_2->resizeColumnsToContents();
}
}
void MainWindow::on_pushButton_4_clicked()
{
ui->tableView->clearSelection();
ui->pushButton_2->setText("Test");
ui->pushButton_2->setDisabled(true);
}
void MainWindow::on_pushButton_2_clicked()
{
selectionModel = ui->tableView->selectionModel();
QModelIndexList indexes = selectionModel->selectedIndexes();
mdl->removeRows(0, mdl->rowCount());
mdl->insertRows(0, 17);
N[idx]->setinOut(arr[idx][0], arr[idx][1], arr[idx][2], arr[idx][3]);
N[idx]->test();
mdl->setData(mdl->index(0, 0), "X1 X2 X3 / Y:");
mdl->setData(mdl->index(1, 0), "W11 W12 W13:");
mdl->setData(mdl->index(2, 0), "W21 W22 W23:");
mdl->setData(mdl->index(3, 0), "W31 W32:");
mdl->setData(mdl->index(4, 0), "WB1 WB2 WB3:");
mdl->setData(mdl->index(5, 0), "Error:");
mdl->setData(mdl->index(6, 0), "Result:");
mdl->setData(mdl->index(0, 1),
QString::number(N[idx]->getinOut().at(0)) + " "
+ QString::number(N[idx]->getinOut().at(1)) + " "
+ QString::number(N[idx]->getinOut().at(2)) + " "
+ QString::number(N[idx]->getinOut().at(3)));
mdl->setData(mdl->index(1, 1),
QString::number(N[idx]->getWeights().at(0)) + " "
+ QString::number(N[idx]->getWeights().at(1)) + " "
+ QString::number(N[idx]->getWeights().at(2)));
mdl->setData(mdl->index(2, 1),
QString::number(N[idx]->getWeights().at(3)) + " "
+ QString::number(N[idx]->getWeights().at(4)) + " "
+ QString::number(N[idx]->getWeights().at(5)));
mdl->setData(mdl->index(3, 1),
QString::number(N[idx]->getWeights().at(6)) + " "
+ QString::number(N[idx]->getWeights().at(7)));
mdl->setData(mdl->index(4, 1),
QString::number(N[idx]->getBias().at(0)) + " "
+ QString::number(N[idx]->getBias().at(1)) + " "
+ QString::number(N[idx]->getBias().at(2)));
mdl->setData(mdl->index(5, 1), QString::number(N[idx]->getError()));
mdl->setData(mdl->index(6, 1), QString::number(N[idx]->getF().at(2)));
}
void MainWindow::on_tableView_clicked(const QModelIndex &index)
{
idx = index.row();
ui->pushButton_2->setText("Test");
ui->pushButton_2->setText(ui->pushButton_2->text()
+ " (Input: " + QString::number(index.row() + 1) + ")");
if (model->rowCount() > 0) {
ui->pushButton_2->setEnabled(true);
}
}
void MainWindow::refreshTable()
{
status->setText("Finished: " + QString::number(timer->elapsed()) + " msecs");
m_size = models->size();
if (iolist.size() < 8)
ui->pushButton_2->setEnabled(true);
else
ui->pushButton_2->setEnabled(false);
ui->pushButton_2->setDisabled(false);
ui->pushButton_3->setDisabled(false);
ui->pushButton_4->setDisabled(false);
ui->tableView_2->setModel(model);
ui->tableView_2->resizeColumnsToContents();
if (checked) {
ui->spinBox_2->setMaximum(max);
ui->spinBox_2->setValue(max);
}
QApplication::restoreOverrideCursor();
}
void MainWindow::on_checkBox_toggled(bool checked)
{
ui->spinBox_2->setEnabled(checked);
// if(checked)
// ui->tableView_2->setModel(model);
// else
// ui->tableView_2->setModel(nullptr);
}