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#include <cmath>
#include <memory>
#include <iostream>
#include <QSurfaceFormat>
#include <QApplication>
#include <QQmlApplicationEngine>
#include "mp.h"
#include "scatterplot.h"
#include "interactionhandler.h"
int main(int argc, char **argv)
{
QApplication app(argc, argv);
qmlRegisterType<Scatterplot>("PM", 1, 0, "Scatterplot");
// Set up multisampling
QSurfaceFormat fmt;
fmt.setSamples(16);
QSurfaceFormat::setDefaultFormat(fmt);
QQmlApplicationEngine engine(QUrl("qrc:///main_view.qml"));
arma::mat dataset;
if (argc > 1)
dataset.load(argv[1], arma::raw_ascii);
else
dataset.load(std::cin, arma::raw_ascii);
arma::mat X = dataset.cols(0, dataset.n_cols - 2);
arma::vec labels = dataset.col(dataset.n_cols - 1);
arma::uword n = dataset.n_rows;
arma::uword subsampleSize = (arma::uword) sqrt(n) * 3;
arma::uvec sampleIndices = arma::randi<arma::uvec>(subsampleSize, arma::distr_param(0, n-1));
arma::mat Ys(subsampleSize, 2, arma::fill::randn);
Ys = mp::forceScheme(mp::dist(X.rows(sampleIndices)), Ys);
arma::mat subsampleData(subsampleSize, 3);
subsampleData.cols(0, 1) = Ys;
subsampleData.col(2) = labels(sampleIndices);
Scatterplot *subsamplePlot = engine.rootObjects()[0]->findChild<Scatterplot *>("subsamplePlot");
subsamplePlot->setAcceptedMouseButtons(Qt::LeftButton | Qt::MiddleButton | Qt::RightButton);
subsamplePlot->setData(subsampleData);
Scatterplot *plot = engine.rootObjects()[0]->findChild<Scatterplot *>("plot");
// connect both plots through interaction handler
InteractionHandler interactionHandler(X, labels, sampleIndices);
QObject::connect(subsamplePlot, SIGNAL(dataChanged(const arma::mat &)),
&interactionHandler, SLOT(setSubsample(const arma::mat &)));
QObject::connect(&interactionHandler, SIGNAL(subsampleChanged(const arma::mat &)),
plot, SLOT(setData(const arma::mat &)));
interactionHandler.setSubsample(Ys);
return app.exec();
}
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