Source code for gui.ui.cv_ARD
# -*- coding: utf-8 -*-
# Automatically generated - don't edit.
# Use `python setup.py build_ui` to update it.
from PyQt5 import QtCore, QtWidgets
[docs]
class Ui_Form(object):
[docs]
def setupUi(self, Form):
Form.setObjectName("Form")
sizePolicy = QtWidgets.QSizePolicy(
QtWidgets.QSizePolicy.Ignored, QtWidgets.QSizePolicy.Ignored
)
sizePolicy.setHorizontalStretch(0)
sizePolicy.setVerticalStretch(0)
sizePolicy.setHeightForWidth(Form.sizePolicy().hasHeightForWidth())
Form.setSizePolicy(sizePolicy)
self.verticalLayout = QtWidgets.QVBoxLayout(Form)
self.verticalLayout.setObjectName("verticalLayout")
self.formGroupBox = QtWidgets.QGroupBox(Form)
self.formGroupBox.setObjectName("formGroupBox")
self.formLayout = QtWidgets.QFormLayout(self.formGroupBox)
self.formLayout.setFieldGrowthPolicy(
QtWidgets.QFormLayout.AllNonFixedFieldsGrow
)
self.formLayout.setObjectName("formLayout")
self.numOfIterationsLabel = QtWidgets.QLabel(self.formGroupBox)
self.numOfIterationsLabel.setObjectName("numOfIterationsLabel")
self.formLayout.setWidget(
0, QtWidgets.QFormLayout.LabelRole, self.numOfIterationsLabel
)
self.numOfIterationsLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.numOfIterationsLineEdit.setProperty("maximum", 999999999)
self.numOfIterationsLineEdit.setProperty("value", 300)
self.numOfIterationsLineEdit.setObjectName("numOfIterationsLineEdit")
self.formLayout.setWidget(
0, QtWidgets.QFormLayout.FieldRole, self.numOfIterationsLineEdit
)
self.toleranceLabel = QtWidgets.QLabel(self.formGroupBox)
self.toleranceLabel.setObjectName("toleranceLabel")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.LabelRole, self.toleranceLabel
)
self.toleranceLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.toleranceLineEdit.setProperty("decimals", 8)
self.toleranceLineEdit.setProperty("singleStep", 0.001)
self.toleranceLineEdit.setProperty("value", 0.001)
self.toleranceLineEdit.setObjectName("toleranceLineEdit")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.FieldRole, self.toleranceLineEdit
)
self.alpha1Label = QtWidgets.QLabel(self.formGroupBox)
self.alpha1Label.setObjectName("alpha1Label")
self.formLayout.setWidget(3, QtWidgets.QFormLayout.LabelRole, self.alpha1Label)
self.alpha1LineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.alpha1LineEdit.setProperty("decimals", 5)
self.alpha1LineEdit.setProperty("singleStep", 0.001)
self.alpha1LineEdit.setProperty("value", 0.001)
self.alpha1LineEdit.setObjectName("alpha1LineEdit")
self.formLayout.setWidget(
3, QtWidgets.QFormLayout.FieldRole, self.alpha1LineEdit
)
self.alpha2Label = QtWidgets.QLabel(self.formGroupBox)
self.alpha2Label.setObjectName("alpha2Label")
self.formLayout.setWidget(4, QtWidgets.QFormLayout.LabelRole, self.alpha2Label)
self.alpha2LineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.alpha2LineEdit.setProperty("decimals", 8)
self.alpha2LineEdit.setProperty("singleStep", 1e-06)
self.alpha2LineEdit.setProperty("value", 1e-06)
self.alpha2LineEdit.setObjectName("alpha2LineEdit")
self.formLayout.setWidget(
4, QtWidgets.QFormLayout.FieldRole, self.alpha2LineEdit
)
self.lambdaLabel = QtWidgets.QLabel(self.formGroupBox)
self.lambdaLabel.setObjectName("lambdaLabel")
self.formLayout.setWidget(6, QtWidgets.QFormLayout.LabelRole, self.lambdaLabel)
self.lambdaLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.lambdaLineEdit.setProperty("decimals", 8)
self.lambdaLineEdit.setProperty("singleStep", 1e-06)
self.lambdaLineEdit.setProperty("value", 1e-06)
self.lambdaLineEdit.setObjectName("lambdaLineEdit")
self.formLayout.setWidget(
6, QtWidgets.QFormLayout.FieldRole, self.lambdaLineEdit
)
self.lambdaLabel_2 = QtWidgets.QLabel(self.formGroupBox)
self.lambdaLabel_2.setObjectName("lambdaLabel_2")
self.formLayout.setWidget(
7, QtWidgets.QFormLayout.LabelRole, self.lambdaLabel_2
)
self.lambdaLineEdit_2 = QtWidgets.QLineEdit(self.formGroupBox)
self.lambdaLineEdit_2.setProperty("decimals", 8)
self.lambdaLineEdit_2.setProperty("singleStep", 1e-06)
self.lambdaLineEdit_2.setProperty("value", 1e-06)
self.lambdaLineEdit_2.setObjectName("lambdaLineEdit_2")
self.formLayout.setWidget(
7, QtWidgets.QFormLayout.FieldRole, self.lambdaLineEdit_2
)
self.thresholdLambdaLabel = QtWidgets.QLabel(self.formGroupBox)
self.thresholdLambdaLabel.setObjectName("thresholdLambdaLabel")
self.formLayout.setWidget(
8, QtWidgets.QFormLayout.LabelRole, self.thresholdLambdaLabel
)
self.thresholdLambdaLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.thresholdLambdaLineEdit.setProperty("maximum", 999999999)
self.thresholdLambdaLineEdit.setProperty("value", 100000)
self.thresholdLambdaLineEdit.setObjectName("thresholdLambdaLineEdit")
self.formLayout.setWidget(
8, QtWidgets.QFormLayout.FieldRole, self.thresholdLambdaLineEdit
)
self.fitInterceptLabel = QtWidgets.QLabel(self.formGroupBox)
self.fitInterceptLabel.setObjectName("fitInterceptLabel")
self.formLayout.setWidget(
9, QtWidgets.QFormLayout.LabelRole, self.fitInterceptLabel
)
self.normalizeLabel = QtWidgets.QLabel(self.formGroupBox)
self.normalizeLabel.setObjectName("normalizeLabel")
self.formLayout.setWidget(
11, QtWidgets.QFormLayout.LabelRole, self.normalizeLabel
)
self.alpha_checkbox = QtWidgets.QCheckBox(self.formGroupBox)
self.alpha_checkbox.setObjectName("alpha_checkbox")
self.formLayout.setWidget(
2, QtWidgets.QFormLayout.LabelRole, self.alpha_checkbox
)
self.lambda_checkbox = QtWidgets.QCheckBox(self.formGroupBox)
self.lambda_checkbox.setObjectName("lambda_checkbox")
self.formLayout.setWidget(
5, QtWidgets.QFormLayout.LabelRole, self.lambda_checkbox
)
self.FitIntercept_list = QtWidgets.QListWidget(self.formGroupBox)
self.FitIntercept_list.setSelectionMode(
QtWidgets.QAbstractItemView.MultiSelection
)
self.FitIntercept_list.setObjectName("FitIntercept_list")
item = QtWidgets.QListWidgetItem()
self.FitIntercept_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.FitIntercept_list.addItem(item)
self.formLayout.setWidget(
9, QtWidgets.QFormLayout.FieldRole, self.FitIntercept_list
)
self.Normalize_list = QtWidgets.QListWidget(self.formGroupBox)
self.Normalize_list.setObjectName("Normalize_list")
item = QtWidgets.QListWidgetItem()
self.Normalize_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.Normalize_list.addItem(item)
self.formLayout.setWidget(
11, QtWidgets.QFormLayout.FieldRole, self.Normalize_list
)
self.verticalLayout.addWidget(self.formGroupBox)
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
Form.setTabOrder(self.numOfIterationsLineEdit, self.toleranceLineEdit)
Form.setTabOrder(self.toleranceLineEdit, self.alpha1LineEdit)
Form.setTabOrder(self.alpha1LineEdit, self.alpha2LineEdit)
Form.setTabOrder(self.alpha2LineEdit, self.lambdaLineEdit)
Form.setTabOrder(self.lambdaLineEdit, self.lambdaLineEdit_2)
Form.setTabOrder(self.lambdaLineEdit_2, self.thresholdLambdaLineEdit)
[docs]
def retranslateUi(self, Form):
_translate = QtCore.QCoreApplication.translate
Form.setWindowTitle(("Form"))
self.formGroupBox.setToolTip(
(
"<html><head/><body><p>Fit regression model with Bayesian "
"Ridge "
"Regression.</p><p>See Bayesian Ridge Regression for more "
"information on the regressor.</p><p>Compared to the OLS ("
"ordinary least squares) estimator, the coefficient weights "
"are "
"slightly shifted toward zeros, which stabilises "
"them.</p><p>The "
"histogram of the estimated weights is very peaked, "
"as a sparsity-inducing prior is implied on the "
"weights.</p><p>The estimation of the model is done by "
"iteratively maximizing the marginal log-likelihood of the "
"observations.</p></body></html>"
)
)
self.formGroupBox.setTitle(("ARD"))
self.numOfIterationsLabel.setText(("num of iterations"))
self.numOfIterationsLineEdit.setText(("300"))
self.toleranceLabel.setText(("Tolerance"))
self.toleranceLineEdit.setText(("0.001"))
self.alpha1Label.setText(("Alpha 1"))
self.alpha1LineEdit.setText(("0.000001"))
self.alpha2Label.setText(("Alpha 2"))
self.alpha2LineEdit.setText(("0.000001"))
self.lambdaLabel.setText(("Lambda 1"))
self.lambdaLineEdit.setText(("0.000001"))
self.lambdaLabel_2.setText(("Lambda 2"))
self.lambdaLineEdit_2.setText(("0.000001"))
self.thresholdLambdaLabel.setText(("Threshold Lambda"))
self.thresholdLambdaLineEdit.setText(("1,5,10,100,500,1000,5000,10000"))
self.fitInterceptLabel.setText(("Fit Intercept"))
self.normalizeLabel.setText(("Normalize"))
self.alpha_checkbox.setText(("Use default Alpha"))
self.lambda_checkbox.setText(("Use default Lambda"))
__sortingEnabled = self.FitIntercept_list.isSortingEnabled()
self.FitIntercept_list.setSortingEnabled(False)
item = self.FitIntercept_list.item(0)
item.setText(("True"))
item = self.FitIntercept_list.item(1)
item.setText(("False"))
self.FitIntercept_list.setSortingEnabled(__sortingEnabled)
__sortingEnabled = self.Normalize_list.isSortingEnabled()
self.Normalize_list.setSortingEnabled(False)
item = self.Normalize_list.item(0)
item.setText(("True"))
item = self.Normalize_list.item(1)
item.setText(("False"))
self.Normalize_list.setSortingEnabled(__sortingEnabled)
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_())