def __init__(self,
smoothness_param=1,
redux=1,
fix_end_points=True,
max_iter=100,
min_diff=1e-6,
parent=None):
super(widgetArPLS, self).__init__(parent) ### EDIT ###
self.ui = _Ui_Form()
self.ui.setupUi(self) ##
# Update parameter dict
self.parameters['smoothness_param'] = smoothness_param
self.parameters['redux'] = redux
self.parameters['fix_end_points'] = fix_end_points
self.parameters['max_iter'] = max_iter
self.parameters['min_diff'] = min_diff
# Lambda/smoothness parameter rlated
self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB'))
self.ui.spinBoxLambda = _SciSpin()
self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda)
self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param'])
# Redux factor
self.ui.spinBoxRedux.setValue(self.parameters['redux'])
# Fixed ends
self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
# Max iterations
self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
# Min Difference
self.ui.spinBoxMinDiff = _SciSpin()
self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
# SIGNALS & SLOTS
self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
self.ui.checkBox.clicked.connect(self.selectFixedEnds)
def asym_sub_val_change(self):
""" P Subsections spinbox has changed value """
sbval = self.ui.spinBoxAsymSubSections.value()
n_rows = self.ui.tableWidgetAsym.rowCount()
n_cols = self.ui.tableWidgetAsym.columnCount()
max_x = _np.max(self.x)
min_x = _np.min(self.x)
if sbval > n_rows:
for nr in _np.arange(n_rows, sbval):
self.ui.tableWidgetAsym.setRowCount(sbval)
n_rows = self.ui.tableWidgetAsym.rowCount()
# Start X
scispin = _SciSpin()
scispin.setMinimum(self._x.min())
scispin.setMaximum(self._x.max())
scispin.setValue(min_x)
scispin.editingFinished.connect(self.asymspinboxchanged)
self.ui.tableWidgetAsym.setCellWidget(nr, 0, scispin)
# Stop X
scispin = _SciSpin()
scispin.setMinimum(self._x.min())
scispin.setMaximum(self._x.max())
scispin.setValue(max_x)
scispin.editingFinished.connect(self.asymspinboxchanged)
self.ui.tableWidgetAsym.setCellWidget(nr, 1, scispin)
# Asym Parameter
scispin = _SciSpin()
scispin.setMinimum(0)
scispin.setMaximum(1e20)
scispin.setValue(self.ui.spinBoxP.value())
scispin.editingFinished.connect(self.asymspinboxchanged)
self.ui.tableWidgetAsym.setCellWidget(nr, 2, scispin)
elif sbval < n_rows:
for nr in _np.arange(sbval, n_rows):
for nc in range(n_cols):
sw = self.ui.tableWidgetAsym.cellWidget(nr, nc)
sw.editingFinished.disconnect()
self.ui.tableWidgetAsym.setRowCount(sbval)
n_rows = self.ui.tableWidgetAsym.rowCount()
self.asymspinboxchanged()
def setup_asym(self):
"""
P/asymmetry parameter related
"""
self.ui.spinBoxP = _SciSpin()
self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP)
self.ui.spinBoxP.setValue(self.parameters['asym_param'])
def __init__(self,
asym_param=1e-3,
smoothness_param=1,
redux=10,
pstart=1e-2,
pend=1e-3,
fixed_p=True,
fix_end_points=True,
max_iter=100,
min_diff=1e-6,
parent=None):
super(widgetALS, self).__init__(parent) ### EDIT ###
self.ui = _Ui_Form()
self.ui.setupUi(self)
# Update parameter dict
self.parameters['smoothness_param'] = smoothness_param
self.parameters['asym_param'] = asym_param
self.parameters['fixed_p'] = fixed_p
self.parameters['asym_param_start'] = pstart
self.parameters['asym_param_end'] = pend
self.parameters['redux'] = redux
self.parameters['fix_end_points'] = fix_end_points
self.parameters['max_iter'] = max_iter
self.parameters['min_diff'] = min_diff
self.setup_asym() # Setup controls for asymmetry parameter
self.setup_smoothness() # Setup controls for smoothness parameter
# Redux factor
self.ui.spinBoxRedux.setValue(self.parameters['redux'])
# Fixed ends
self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
# Max iterations
self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
# Min Difference
self.ui.spinBoxMinDiff = _SciSpin()
self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
# SIGNALS & SLOTS
self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxPStart.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxPEnd.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
self.ui.radioButtonFixedP.clicked.connect(self.selectFixedOrLog)
self.ui.radioButtonLogLinearP.clicked.connect(self.selectFixedOrLog)
self.ui.checkBox.clicked.connect(self.selectFixedEnds)
def setup_smoothness(self):
"""
Lambda/smoothness parameter rlated
"""
self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB'))
self.ui.spinBoxLambda = _SciSpin()
self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda)
self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param'])
def setup_smoothness(self):
"""
Lambda/smoothness parameter rlated
"""
self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB'))
self.ui.spinBoxLambda = _SciSpin()
self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda)
self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param'])
def __init__(self, smoothness_param=1, redux=1, fix_end_points=True,
max_iter=100, min_diff=1e-6, parent = None):
super(widgetArPLS, self).__init__(parent) ### EDIT ###
self.ui = _Ui_Form()
self.ui.setupUi(self)##
# Update parameter dict
self.parameters['smoothness_param'] = smoothness_param
self.parameters['redux'] = redux
self.parameters['fix_end_points'] = fix_end_points
self.parameters['max_iter'] = max_iter
self.parameters['min_diff'] = min_diff
# Lambda/smoothness parameter rlated
self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB'))
self.ui.spinBoxLambda = _SciSpin()
self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda)
self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param'])
# Redux factor
self.ui.spinBoxRedux.setValue(self.parameters['redux'])
# Fixed ends
self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
# Max iterations
self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
# Min Difference
self.ui.spinBoxMinDiff = _SciSpin()
self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
# SIGNALS & SLOTS
self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
self.ui.checkBox.clicked.connect(self.selectFixedEnds)
def __init__(self, asym_param=1e-3, smoothness_param=1, redux=10,
pstart=1e-2, pend=1e-3, fixed_p=True, fix_end_points=True,
max_iter=100, min_diff=1e-6, parent = None):
super(widgetALS, self).__init__(parent) ### EDIT ###
self.ui = _Ui_Form()
self.ui.setupUi(self)
# Update parameter dict
self.parameters['smoothness_param'] = smoothness_param
self.parameters['asym_param'] = asym_param
self.parameters['fixed_p'] = fixed_p
self.parameters['asym_param_start'] = pstart
self.parameters['asym_param_end'] = pend
self.parameters['redux'] = redux
self.parameters['fix_end_points'] = fix_end_points
self.parameters['max_iter'] = max_iter
self.parameters['min_diff'] = min_diff
self.setup_asym() # Setup controls for asymmetry parameter
self.setup_smoothness() # Setup controls for smoothness parameter
# Redux factor
self.ui.spinBoxRedux.setValue(self.parameters['redux'])
# Fixed ends
self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
# Max iterations
self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
# Min Difference
self.ui.spinBoxMinDiff = _SciSpin()
self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
# SIGNALS & SLOTS
self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxPStart.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxPEnd.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
self.ui.radioButtonFixedP.clicked.connect(self.selectFixedOrLog)
self.ui.radioButtonLogLinearP.clicked.connect(self.selectFixedOrLog)
self.ui.checkBox.clicked.connect(self.selectFixedEnds)
def setup_asym(self):
"""
P/asymmetry parameter related
"""
self.ui.spinBoxP = _SciSpin()
self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP)
self.ui.spinBoxP.setValue(self.parameters['asym_param'])
if self.parameters['fixed_p']:
self.ui.radioButtonFixedP.setChecked(True)
self.ui.radioButtonLogLinearP.setChecked(False)
else:
self.ui.radioButtonFixedP.setChecked(False)
self.ui.radioButtonLogLinearP.setChecked(True)
self.selectFixedOrLog()
self.ui.spinBoxPStart = _SciSpin()
self.ui.verticalLayout_5.insertWidget(1, self.ui.spinBoxPStart)
self.ui.spinBoxPStart.setValue(self.parameters['asym_param_start'])
self.ui.spinBoxPEnd = _SciSpin()
self.ui.verticalLayout_6.insertWidget(1, self.ui.spinBoxPEnd)
self.ui.spinBoxPEnd.setValue(self.parameters['asym_param_end'])
def setup_asym(self):
"""
P/asymmetry parameter related
"""
self.ui.spinBoxP = _SciSpin()
self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP)
self.ui.spinBoxP.setValue(self.parameters['asym_param'])
if self.parameters['fixed_p']:
self.ui.radioButtonFixedP.setChecked(True)
self.ui.radioButtonLogLinearP.setChecked(False)
else:
self.ui.radioButtonFixedP.setChecked(False)
self.ui.radioButtonLogLinearP.setChecked(True)
self.selectFixedOrLog()
self.ui.spinBoxPStart = _SciSpin()
self.ui.verticalLayout_5.insertWidget(1, self.ui.spinBoxPStart)
self.ui.spinBoxPStart.setValue(self.parameters['asym_param_start'])
self.ui.spinBoxPEnd = _SciSpin()
self.ui.verticalLayout_6.insertWidget(1, self.ui.spinBoxPEnd)
self.ui.spinBoxPEnd.setValue(self.parameters['asym_param_end'])
def __init__(self,
x=None,
rng=None,
smoothness_param=1,
asym_param=1e-3,
redux=10,
order=2,
fix_end_points=True,
fix_const=1,
fix_rng=None,
max_iter=100,
min_diff=1e-6,
verbose=False,
sub_asym_list=None,
sub_w_list=None,
parent=None):
super(widgetALS, self).__init__(parent) ### EDIT ###
self._x = x
self.rng = rng
self.ui = _Ui_Form()
self.ui.setupUi(self)
self.sub_asym_list = sub_asym_list
self.sub_w_list = sub_w_list
# ! Change this into its own function after
# ! the asym table widget is all setup
if not self.sub_asym_list:
self.parameters['asym_param'] = asym_param
else:
self.parameters['asym_param'] = 0 * self.x + asym_param
# Update parameter dict
self.parameters['smoothness_param'] = smoothness_param
self.parameters['rng'] = rng
self.parameters['redux'] = redux
self.parameters['order'] = order
self.parameters['fix_end_points'] = fix_end_points
self.parameters['fix_rng'] = fix_rng
self.parameters['fix_const'] = fix_const
self.parameters['max_iter'] = max_iter
self.parameters['min_diff'] = min_diff
self.parameters['verbose'] = verbose
self.setup_asym() # Setup controls for asymmetry parameter
self.setup_smoothness() # Setup controls for smoothness parameter
# Redux factor
self.ui.spinBoxRedux.setValue(self.parameters['redux'])
# Fixed ends
self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
# Max iterations
self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
# Min Difference
self.ui.spinBoxMinDiff = _SciSpin()
self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
# SIGNALS & SLOTS
self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
self.ui.checkBox.clicked.connect(self.selectFixedEnds)
self.ui.spinBoxAsymSubSections.valueChanged.connect(
self.asym_sub_val_change)
self.ui.spinBoxWSubSections.valueChanged.connect(
self.weight_sub_val_change)
self.ui.spinBoxWeight = _SciSpin()
self.ui.spinBoxWeight.setMinimum(0)
self.ui.spinBoxWeight.setMaximum(1e10)
self.ui.spinBoxWeight.setValue(1)
self.ui.spinBoxWeight.editingFinished.connect(
self.weightspinboxchanged)
self.ui.verticalLayout_7.insertWidget(1, self.ui.spinBoxWeight)