Source code for gui.core.dimensionalityReductionMethods.dimred_LLE

from PyQt5 import QtWidgets
from sklearn.manifold import LocallyLinearEmbedding

from gui.ui.dimred_LLE import Ui_Form
from gui.util.Modules import Modules




class Ui_Form(Ui_Form, LocallyLinearEmbedding, Modules):


    def setupUi(self, Form):
        super().setupUi(Form)
        self.checkMinAndMax()
        self.connectWidgets()




    def get_widget(self):
        return self.groupBox




    def setHidden(self, bool):
        self.get_widget().setHidden(bool)




    def connectWidgets(self):
        self.neighbors_spin.setValue(5)
        self.nc_spin.setValue(2)
        self.regularization_spin.setValue(0.001)




    def run(self):
        params = {
            'n_components': self.nc_spin.value(),
            'n_neighbors': self.neighbors_spin.value(),
            'reg': self.regularization_spin.value()
        }
        params_key = str(params)
        ycol = None
        return params, params_key, ycol




if __name__ == "__main__":
    import sys

    app = QtWidgets.QApplication(sys.argv)
    Form = QtWidgets.QWidget()
    ui = Ui_Form()
    ui.setupUi(Form)
    Form.show()
    sys.exit(app.exec_())