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HPT.py
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from PyQt5 import QtCore, QtGui, QtWidgets
from PyQt5.QtWidgets import QButtonGroup
from LogisticRegression import Ui_LR
class Ui_HPT(object):
def __init__(self):
super().__init__()
self.LValues = {}
self.LRD = QtWidgets.QDialog()
self.LR = Ui_LR()
self.LR.setupUi(self.LRD)
self.logisticValues()
self.LR.Apply.clicked.connect(self.logisticValues)
def setupUi(self, HPT):
HPT.setObjectName("HPT")
HPT.setFixedSize(400, 100)
font = QtGui.QFont()
font.setPointSize(10)
HPT.setFont(font)
icon = QtGui.QIcon()
icon.addPixmap(QtGui.QPixmap(":/images/1.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
HPT.setWindowIcon(icon)
HPT.setStyleSheet("border-image: url(:/images/BackGround.jpg);")
self.gridLayout = QtWidgets.QGridLayout(HPT)
self.gridLayout.setObjectName("gridLayout")
self.verticalLayout = QtWidgets.QVBoxLayout()
self.verticalLayout.setObjectName("verticalLayout")
self.horizontalLayout_5 = QtWidgets.QHBoxLayout()
self.horizontalLayout_5.setObjectName("horizontalLayout_5")
self.horizontalLayout_2 = QtWidgets.QHBoxLayout()
self.horizontalLayout_2.setObjectName("horizontalLayout_2")
self.LinearR = QtWidgets.QCheckBox(HPT)
self.LinearR.setMinimumSize(QtCore.QSize(24, 16))
font = QtGui.QFont()
font.setPointSize(10)
self.LinearR.setFont(font)
self.LinearR.setStyleSheet("border-image: url(:/images/1WhiteTransparent.png);")
self.LinearR.setText("")
self.LinearR.setObjectName("LinearR")
self.horizontalLayout_2.addWidget(self.LinearR)
self.LinearLabel = QtWidgets.QLabel(HPT)
self.LinearLabel.setMinimumSize(QtCore.QSize(138, 29))
self.LinearLabel.setStyleSheet("border-image: url(:/images/1WhiteTransparent.png);")
self.LinearLabel.setObjectName("LinearLabel")
self.horizontalLayout_2.addWidget(self.LinearLabel)
self.horizontalLayout_5.addLayout(self.horizontalLayout_2)
spacerItem = QtWidgets.QSpacerItem(18, 20, QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Minimum)
self.horizontalLayout_5.addItem(spacerItem)
self.horizontalLayout_3 = QtWidgets.QHBoxLayout()
self.horizontalLayout_3.setObjectName("horizontalLayout_3")
self.LogisticR = QtWidgets.QCheckBox(HPT)
self.LogisticR.setMinimumSize(QtCore.QSize(24, 16))
font = QtGui.QFont()
font.setPointSize(10)
self.LogisticR.setFont(font)
self.LogisticR.setStyleSheet("border-image: url(:/images/1WhiteTransparent.png);")
self.LogisticR.setText("")
self.LogisticR.setObjectName("LogisticR")
self.horizontalLayout_3.addWidget(self.LogisticR)
self.LogisticLabel = QtWidgets.QLabel(HPT)
self.LogisticLabel.setMinimumSize(QtCore.QSize(151, 29))
self.LogisticLabel.setStyleSheet("border-image: url(:/images/1WhiteTransparent.png);")
self.LogisticLabel.setObjectName("LogisticLabel")
self.horizontalLayout_3.addWidget(self.LogisticLabel)
self.horizontalLayout_5.addLayout(self.horizontalLayout_3)
self.verticalLayout.addLayout(self.horizontalLayout_5)
spacerItem1 = QtWidgets.QSpacerItem(20, 38, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
self.verticalLayout.addItem(spacerItem1)
self.horizontalLayout_4 = QtWidgets.QHBoxLayout()
self.horizontalLayout_4.setObjectName("horizontalLayout_4")
spacerItem2 = QtWidgets.QSpacerItem(198, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
self.horizontalLayout_4.addItem(spacerItem2)
self.horizontalLayout = QtWidgets.QHBoxLayout()
self.horizontalLayout.setObjectName("horizontalLayout")
self.Restore = QtWidgets.QDialogButtonBox(HPT)
font = QtGui.QFont()
font.setPointSize(10)
self.Restore.setFont(font)
self.Restore.setStyleSheet("border-image: url(:/images/1WhiteBackground.jpg);")
self.Restore.setStandardButtons(QtWidgets.QDialogButtonBox.RestoreDefaults)
self.Restore.setObjectName("Restore")
self.horizontalLayout.addWidget(self.Restore)
self.Cancel = QtWidgets.QDialogButtonBox(HPT)
font = QtGui.QFont()
font.setPointSize(10)
self.Cancel.setFont(font)
self.Cancel.setStyleSheet("border-image: url(:/images/1WhiteBackground.jpg);")
self.Cancel.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel)
self.Cancel.setObjectName("Cancel")
self.horizontalLayout.addWidget(self.Cancel)
self.Apply = QtWidgets.QDialogButtonBox(HPT)
font = QtGui.QFont()
font.setPointSize(10)
font.setItalic(False)
self.Apply.setFont(font)
self.Apply.setStyleSheet("border-image: url(:/images/1WhiteBackground.jpg);")
self.Apply.setStandardButtons(QtWidgets.QDialogButtonBox.Apply)
self.Apply.setCenterButtons(False)
self.Apply.setObjectName("Apply")
self.horizontalLayout.addWidget(self.Apply)
self.horizontalLayout_4.addLayout(self.horizontalLayout)
self.verticalLayout.addLayout(self.horizontalLayout_4)
self.gridLayout.addLayout(self.verticalLayout, 0, 0, 1, 1)
self.retranslateUi(HPT)
QtCore.QMetaObject.connectSlotsByName(HPT)
self.retranslateUi(HPT)
self.Cancel.accepted.connect(HPT.accept)
self.Cancel.rejected.connect(HPT.reject)
QtCore.QMetaObject.connectSlotsByName(HPT)
self.Restore.clicked.connect(self.reset)
self.LogisticR.stateChanged.connect(self.logistic)
def logistic(self):
if self.LogisticR.isChecked():
self.LRD.show()
self.LRD.exec_()
def logisticValues(self):
penalty = self.LR.penaltylist.currentText()
solver = self.LR.solverlist.currentText()
multi_class = self.LR.multiclasslist.currentText()
C = self.LR.CdoubleSpinBox.value()
max_iter = self.LR.max_tierspinBox.value()
n_jobs = self.LR.n_jobsspinBox.value()
dual = self.LR.dualcheckBox.isChecked()
warm_start = self.LR.warmstartcheckBox.isChecked()
fit_intercept = self.LR.fitinterceptcheckBox.isChecked()
self.LValues = {
'penalty':[penalty],
'solver':[solver],
'multi_class':[multi_class],
'C':[C],
'max_iter':[max_iter],
'n_jobs':[n_jobs],
'dual':[dual],
'warm_start':[warm_start],
'fit_intercept':[fit_intercept]
}
# print(self.LValues)
self.LRD.accept()
def reset(self):
self.LinearR.setChecked(False)
self.LogisticR.setChecked(False)
def retranslateUi(self, HPT):
_translate = QtCore.QCoreApplication.translate
HPT.setWindowTitle(_translate("HPT", "Regression Best Fit Score"))
self.LinearLabel.setText(_translate("HPT", "<html><head/><body><p><span style=\" font-size:11pt; color:#ffffff;\">Linear Regression</span></p></body></html>"))
self.LogisticLabel.setText(_translate("HPT", "<html><head/><body><p><span style=\" font-size:11pt; color:#ffffff;\">Logistic Regression</span></p></body></html>"))
import Images_rc
if __name__ == "__main__":
import sys
app = QtWidgets.QApplication(sys.argv)
app.setStyle('Fusion')
HPT = QtWidgets.QDialog()
ui = Ui_HPT()
ui.setupUi(HPT)
HPT.show()
sys.exit(app.exec_())