Source code for gui.ui.cv_Lasso
# -*- 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.groupBox = QtWidgets.QGroupBox(Form)
self.groupBox.setObjectName("groupBox")
self.formLayout = QtWidgets.QFormLayout(self.groupBox)
self.formLayout.setFieldGrowthPolicy(
QtWidgets.QFormLayout.AllNonFixedFieldsGrow
)
self.formLayout.setObjectName("formLayout")
self.minalphaLabel = QtWidgets.QLabel(self.groupBox)
self.minalphaLabel.setObjectName("minalphaLabel")
self.formLayout.setWidget(
0, QtWidgets.QFormLayout.LabelRole, self.minalphaLabel
)
self.maxalpha_label = QtWidgets.QLabel(self.groupBox)
self.maxalpha_label.setObjectName("maxalpha_label")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.LabelRole, self.maxalpha_label
)
self.nalphas_label = QtWidgets.QLabel(self.groupBox)
self.nalphas_label.setToolTip("")
self.nalphas_label.setObjectName("nalphas_label")
self.formLayout.setWidget(
2, QtWidgets.QFormLayout.LabelRole, self.nalphas_label
)
self.nalphas_spin = QtWidgets.QSpinBox(self.groupBox)
self.nalphas_spin.setToolTip("")
self.nalphas_spin.setObjectName("nalphas_spin")
self.formLayout.setWidget(2, QtWidgets.QFormLayout.FieldRole, self.nalphas_spin)
self.maxNumOfIterationsLabel = QtWidgets.QLabel(self.groupBox)
self.maxNumOfIterationsLabel.setObjectName("maxNumOfIterationsLabel")
self.formLayout.setWidget(
3, QtWidgets.QFormLayout.LabelRole, self.maxNumOfIterationsLabel
)
self.maxNumOfIterationsLineEdit = QtWidgets.QLineEdit(self.groupBox)
self.maxNumOfIterationsLineEdit.setProperty("maximum", 999999999)
self.maxNumOfIterationsLineEdit.setProperty("value", 1000)
self.maxNumOfIterationsLineEdit.setObjectName("maxNumOfIterationsLineEdit")
self.formLayout.setWidget(
3, QtWidgets.QFormLayout.FieldRole, self.maxNumOfIterationsLineEdit
)
self.toleranceLabel = QtWidgets.QLabel(self.groupBox)
self.toleranceLabel.setObjectName("toleranceLabel")
self.formLayout.setWidget(
4, QtWidgets.QFormLayout.LabelRole, self.toleranceLabel
)
self.toleranceLineEdit = QtWidgets.QLineEdit(self.groupBox)
self.toleranceLineEdit.setProperty("decimals", 5)
self.toleranceLineEdit.setProperty("maximum", 999999999.0)
self.toleranceLineEdit.setProperty("value", 0.0001)
self.toleranceLineEdit.setObjectName("toleranceLineEdit")
self.formLayout.setWidget(
4, QtWidgets.QFormLayout.FieldRole, self.toleranceLineEdit
)
self.fitInterceptLabel = QtWidgets.QLabel(self.groupBox)
self.fitInterceptLabel.setObjectName("fitInterceptLabel")
self.formLayout.setWidget(
5, QtWidgets.QFormLayout.LabelRole, self.fitInterceptLabel
)
self.fit_intercept_list = QtWidgets.QListWidget(self.groupBox)
self.fit_intercept_list.setMinimumSize(QtCore.QSize(0, 100))
self.fit_intercept_list.setMaximumSize(QtCore.QSize(16777215, 50))
self.fit_intercept_list.setSelectionMode(
QtWidgets.QAbstractItemView.MultiSelection
)
self.fit_intercept_list.setObjectName("fit_intercept_list")
item = QtWidgets.QListWidgetItem()
self.fit_intercept_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.fit_intercept_list.addItem(item)
self.formLayout.setWidget(
5, QtWidgets.QFormLayout.FieldRole, self.fit_intercept_list
)
self.forcePositiveCoefficientsLabel = QtWidgets.QLabel(self.groupBox)
self.forcePositiveCoefficientsLabel.setObjectName(
"forcePositiveCoefficientsLabel"
)
self.formLayout.setWidget(
6, QtWidgets.QFormLayout.LabelRole, self.forcePositiveCoefficientsLabel
)
self.forcePositive_list = QtWidgets.QListWidget(self.groupBox)
self.forcePositive_list.setMinimumSize(QtCore.QSize(0, 100))
self.forcePositive_list.setMaximumSize(QtCore.QSize(16777215, 50))
self.forcePositive_list.setSelectionMode(
QtWidgets.QAbstractItemView.MultiSelection
)
self.forcePositive_list.setObjectName("forcePositive_list")
item = QtWidgets.QListWidgetItem()
self.forcePositive_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.forcePositive_list.addItem(item)
self.formLayout.setWidget(
6, QtWidgets.QFormLayout.FieldRole, self.forcePositive_list
)
self.min_alpha_line_edit = QtWidgets.QLineEdit(self.groupBox)
self.min_alpha_line_edit.setObjectName("min_alpha_line_edit")
self.formLayout.setWidget(
0, QtWidgets.QFormLayout.FieldRole, self.min_alpha_line_edit
)
self.max_alpha_line_edit = QtWidgets.QLineEdit(self.groupBox)
self.max_alpha_line_edit.setObjectName("max_alpha_line_edit")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.FieldRole, self.max_alpha_line_edit
)
self.verticalLayout.addWidget(self.groupBox)
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
Form.setTabOrder(self.maxNumOfIterationsLineEdit, self.toleranceLineEdit)
[docs]
def retranslateUi(self, Form):
_translate = QtCore.QCoreApplication.translate
Form.setWindowTitle(("Form"))
self.groupBox.setToolTip(
(
'<html><head/><body><p>The <span style=" '
'font-weight:600;">Lasso</span> is a linear model that '
"estimates sparse coefficients. It is useful in some contexts "
"due to its tendency to prefer solutions with fewer parameter "
"values, effectively reducing the number of variables upon "
"which "
"the given solution is dependent. For this reason, the Lasso "
"and "
"its variants are fundamental to the field of compressed "
"sensing. Under certain conditions, it can recover the exact "
"set "
"of non-zero weights (see Compressive sensing: tomography "
"reconstruction with L1 prior (Lasso)).</p></body></html>"
)
)
self.minalphaLabel.setText(("Minimum Alpha"))
self.maxalpha_label.setText(("Maximum Alpha"))
self.nalphas_label.setText(("# of Alphas"))
self.maxNumOfIterationsLabel.setText(("Max # of iterations"))
self.maxNumOfIterationsLineEdit.setText(("1000"))
self.toleranceLabel.setText(("Tolerance"))
self.toleranceLineEdit.setToolTip(
(
"<html><head/><body><p>tol : float, optional</p><p>The "
"tolerance "
"for the optimization: if the updates are smaller than tol, "
"the optimization code checks the dual gap for optimality and "
"continues until it is smaller than tol</p></body></html>"
)
)
self.toleranceLineEdit.setText(("0.0001"))
self.fitInterceptLabel.setText(("Fit Intercept"))
__sortingEnabled = self.fit_intercept_list.isSortingEnabled()
self.fit_intercept_list.setSortingEnabled(False)
item = self.fit_intercept_list.item(0)
item.setText(("True"))
item = self.fit_intercept_list.item(1)
item.setText(("False"))
self.fit_intercept_list.setSortingEnabled(__sortingEnabled)
self.forcePositiveCoefficientsLabel.setText(("Force positive coefficients"))
__sortingEnabled = self.forcePositive_list.isSortingEnabled()
self.forcePositive_list.setSortingEnabled(False)
item = self.forcePositive_list.item(0)
item.setText(("True"))
item = self.forcePositive_list.item(1)
item.setText(("False"))
self.forcePositive_list.setSortingEnabled(__sortingEnabled)
self.min_alpha_line_edit.setText(("1e-10"))
self.max_alpha_line_edit.setText(("1.0"))
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_())