Source code for gui.core.crossValidateMethods.cv_PLS

from PyQt5 import QtWidgets
from sklearn.cross_decomposition import PLSRegression

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




class Ui_Form(Ui_Form, PLSRegression, Modules):


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




    def get_widget(self):
        return self.formGroupBox




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




    def connectWidgets(self):
        self.numOfComponentsLineEdit.setText(
            '1,2,3,4,5,6,7,8,9,10,11,12,13,14,15'
        )




    def run(self):
        params = {
            'n_components': [int(i) for i in
                self.numOfComponentsLineEdit.text().split(
                    ','
                )],
            'scale': [False]
        }
        return params




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_())