Source code for gui.core.regressionMethods.OMP

from PyQt5 import QtWidgets
from sklearn.linear_model import OrthogonalMatchingPursuit
from sklearn.linear_model import OrthogonalMatchingPursuitCV

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




class Ui_Form(
    Ui_Form, OrthogonalMatchingPursuit, OrthogonalMatchingPursuitCV,
    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.fitInterceptCheckBox.setChecked(self.fit_intercept)




    def run(self):
        params = {
            'n_nonzero_coefs': self.n_coef_spin.value(),
            'fit_intercept': self.fitInterceptCheckBox.isChecked(),
            'precompute': True
        }

        return params, self.getChangedValues(
            params,
            OrthogonalMatchingPursuit()
        )




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_())