Source code for gui.ui.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.numOfIterationsSpinBox = QtWidgets.QSpinBox(self.formGroupBox)
self.numOfIterationsSpinBox.setMaximum(999999999)
self.numOfIterationsSpinBox.setProperty("value", 300)
self.numOfIterationsSpinBox.setObjectName("numOfIterationsSpinBox")
self.formLayout.setWidget(
0, QtWidgets.QFormLayout.FieldRole, self.numOfIterationsSpinBox
)
self.toleranceLabel = QtWidgets.QLabel(self.formGroupBox)
self.toleranceLabel.setObjectName("toleranceLabel")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.LabelRole, self.toleranceLabel
)
self.toleranceDoubleSpinBox = QtWidgets.QDoubleSpinBox(self.formGroupBox)
self.toleranceDoubleSpinBox.setDecimals(8)
self.toleranceDoubleSpinBox.setSingleStep(0.001)
self.toleranceDoubleSpinBox.setProperty("value", 0.001)
self.toleranceDoubleSpinBox.setObjectName("toleranceDoubleSpinBox")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.FieldRole, self.toleranceDoubleSpinBox
)
self.alpha1Label = QtWidgets.QLabel(self.formGroupBox)
self.alpha1Label.setObjectName("alpha1Label")
self.formLayout.setWidget(3, QtWidgets.QFormLayout.LabelRole, self.alpha1Label)
self.alpha1DoubleSpinBox = QtWidgets.QDoubleSpinBox(self.formGroupBox)
self.alpha1DoubleSpinBox.setDecimals(8)
self.alpha1DoubleSpinBox.setSingleStep(0.001)
self.alpha1DoubleSpinBox.setProperty("value", 1e-06)
self.alpha1DoubleSpinBox.setObjectName("alpha1DoubleSpinBox")
self.formLayout.setWidget(
3, QtWidgets.QFormLayout.FieldRole, self.alpha1DoubleSpinBox
)
self.alpha2Label = QtWidgets.QLabel(self.formGroupBox)
self.alpha2Label.setObjectName("alpha2Label")
self.formLayout.setWidget(4, QtWidgets.QFormLayout.LabelRole, self.alpha2Label)
self.alpha2DoubleSpinBox = QtWidgets.QDoubleSpinBox(self.formGroupBox)
self.alpha2DoubleSpinBox.setDecimals(8)
self.alpha2DoubleSpinBox.setSingleStep(1e-06)
self.alpha2DoubleSpinBox.setProperty("value", 1e-06)
self.alpha2DoubleSpinBox.setObjectName("alpha2DoubleSpinBox")
self.formLayout.setWidget(
4, QtWidgets.QFormLayout.FieldRole, self.alpha2DoubleSpinBox
)
self.lambdaLabel = QtWidgets.QLabel(self.formGroupBox)
self.lambdaLabel.setObjectName("lambdaLabel")
self.formLayout.setWidget(6, QtWidgets.QFormLayout.LabelRole, self.lambdaLabel)
self.lambdaDoubleSpinBox = QtWidgets.QDoubleSpinBox(self.formGroupBox)
self.lambdaDoubleSpinBox.setDecimals(8)
self.lambdaDoubleSpinBox.setSingleStep(1e-06)
self.lambdaDoubleSpinBox.setProperty("value", 1e-06)
self.lambdaDoubleSpinBox.setObjectName("lambdaDoubleSpinBox")
self.formLayout.setWidget(
6, QtWidgets.QFormLayout.FieldRole, self.lambdaDoubleSpinBox
)
self.lambdaLabel_2 = QtWidgets.QLabel(self.formGroupBox)
self.lambdaLabel_2.setObjectName("lambdaLabel_2")
self.formLayout.setWidget(
7, QtWidgets.QFormLayout.LabelRole, self.lambdaLabel_2
)
self.lambdaDoubleSpinBox_2 = QtWidgets.QDoubleSpinBox(self.formGroupBox)
self.lambdaDoubleSpinBox_2.setDecimals(8)
self.lambdaDoubleSpinBox_2.setSingleStep(1e-06)
self.lambdaDoubleSpinBox_2.setProperty("value", 1e-06)
self.lambdaDoubleSpinBox_2.setObjectName("lambdaDoubleSpinBox_2")
self.formLayout.setWidget(
7, QtWidgets.QFormLayout.FieldRole, self.lambdaDoubleSpinBox_2
)
self.thresholdLambdaLabel = QtWidgets.QLabel(self.formGroupBox)
self.thresholdLambdaLabel.setObjectName("thresholdLambdaLabel")
self.formLayout.setWidget(
8, QtWidgets.QFormLayout.LabelRole, self.thresholdLambdaLabel
)
self.thresholdLambdaSpinBox = QtWidgets.QSpinBox(self.formGroupBox)
self.thresholdLambdaSpinBox.setMaximum(999999999)
self.thresholdLambdaSpinBox.setProperty("value", 100000)
self.thresholdLambdaSpinBox.setObjectName("thresholdLambdaSpinBox")
self.formLayout.setWidget(
8, QtWidgets.QFormLayout.FieldRole, self.thresholdLambdaSpinBox
)
self.fitInterceptLabel = QtWidgets.QLabel(self.formGroupBox)
self.fitInterceptLabel.setObjectName("fitInterceptLabel")
self.formLayout.setWidget(
9, QtWidgets.QFormLayout.LabelRole, self.fitInterceptLabel
)
self.fitInterceptCheckBox = QtWidgets.QCheckBox(self.formGroupBox)
self.fitInterceptCheckBox.setChecked(True)
self.fitInterceptCheckBox.setObjectName("fitInterceptCheckBox")
self.formLayout.setWidget(
9, QtWidgets.QFormLayout.FieldRole, self.fitInterceptCheckBox
)
self.normalizeLabel = QtWidgets.QLabel(self.formGroupBox)
self.normalizeLabel.setObjectName("normalizeLabel")
self.formLayout.setWidget(
10, QtWidgets.QFormLayout.LabelRole, self.normalizeLabel
)
self.normalizeCheckBox = QtWidgets.QCheckBox(self.formGroupBox)
self.normalizeCheckBox.setObjectName("normalizeCheckBox")
self.formLayout.setWidget(
10, QtWidgets.QFormLayout.FieldRole, self.normalizeCheckBox
)
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.verticalLayout.addWidget(self.formGroupBox)
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
Form.setTabOrder(self.numOfIterationsSpinBox, self.toleranceDoubleSpinBox)
Form.setTabOrder(self.toleranceDoubleSpinBox, self.alpha1DoubleSpinBox)
Form.setTabOrder(self.alpha1DoubleSpinBox, self.alpha2DoubleSpinBox)
Form.setTabOrder(self.alpha2DoubleSpinBox, self.lambdaDoubleSpinBox)
Form.setTabOrder(self.lambdaDoubleSpinBox, self.thresholdLambdaSpinBox)
Form.setTabOrder(self.thresholdLambdaSpinBox, self.fitInterceptCheckBox)
Form.setTabOrder(self.fitInterceptCheckBox, self.normalizeCheckBox)
[docs]
def retranslateUi(self, Form):
_translate = QtCore.QCoreApplication.translate
Form.setWindowTitle(("Form"))
self.formGroupBox.setTitle(("ARD"))
self.numOfIterationsLabel.setText(("# of iterations"))
self.numOfIterationsSpinBox.setToolTip(
("Maximum number of iterations. Default is 300")
)
self.numOfIterationsSpinBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.toleranceLabel.setText(("Tolerance"))
self.toleranceDoubleSpinBox.setToolTip(
("Stop the algorithm if w has converged. Default is 1.e-3.")
)
self.toleranceDoubleSpinBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.alpha1Label.setText(("Alpha 1"))
self.alpha1DoubleSpinBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.alpha2Label.setText(("Alpha 2"))
self.alpha2DoubleSpinBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.lambdaLabel.setText(("Lambda 1"))
self.lambdaDoubleSpinBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.lambdaLabel_2.setText(("Lambda 2"))
self.lambdaDoubleSpinBox_2.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.thresholdLambdaLabel.setText(("Threshold Lambda"))
self.thresholdLambdaSpinBox.setToolTip(
(
"threshold for removing (pruning) weights with high "
"precision from the\n"
"computation. Default is 1.e+4."
)
)
self.thresholdLambdaSpinBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.fitInterceptLabel.setText(("Fit Intercept"))
self.fitInterceptCheckBox.setToolTip(
_translate(
"Form",
"whether to calculate the intercept for this model. "
"If set to false,\n"
"no intercept will be used in calculations (e.g. data "
"is expected to\n"
"be already centered). Default is True.",
)
)
self.fitInterceptCheckBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.fitInterceptCheckBox.setText(("calculate the intercept for this model"))
self.normalizeLabel.setText(("Normalize"))
self.normalizeCheckBox.setToolTip(
_translate(
"Form",
"This parameter is ignored when fit_intercept is set "
"to False. If True,\n"
"the regressors X will be normalized before "
"regression by subtracting\n"
"the mean and dividing by the l2-norm. If you wish to "
"standardize,\n"
"please use sklearn.preprocessing.StandardScaler "
"before calling fit on\n"
"an estimator with normalize=False.",
)
)
self.normalizeCheckBox.setWhatsThis(
(
"http://scikit-learn.org/stable/modules/generated/sklearn"
".linear_model.ARDRegression.html"
)
)
self.normalizeCheckBox.setText(
("regressors X will be normlized before regression")
)
self.alpha_checkbox.setText(("Use default Alpha"))
self.lambda_checkbox.setText(("Use default Lambda"))
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_())