def __init__(self, signal1D, dictionary=None):
super(Model1D, self).__init__()
self.signal = signal1D
self.axes_manager = self.signal.axes_manager
self._plot = None
self._position_widgets = {}
self._adjust_position_all = None
self._plot_components = False
self._suspend_update = False
self._model_line = None
self._adjust_position_all = None
self.axis = self.axes_manager.signal_axes[0]
self.axes_manager.events.indices_changed.connect(
self.fetch_stored_values, [])
self.channel_switches = np.array([True] * len(self.axis.axis))
self.chisq = signal1D._get_navigation_signal()
self.chisq.change_dtype("float")
self.chisq.data.fill(np.nan)
self.chisq.metadata.General.title = (
self.signal.metadata.General.title + ' chi-squared')
self.dof = self.chisq._deepcopy_with_new_data(
np.zeros_like(self.chisq.data, dtype='int'))
self.dof.metadata.General.title = (self.signal.metadata.General.title +
' degrees of freedom')
self.free_parameters_boundaries = None
self._low_loss = None
self.convolved = False
self.components = ModelComponents(self)
if dictionary is not None:
self._load_dictionary(dictionary)
self.inav = ModelSpecialSlicers(self, True)
self.isig = ModelSpecialSlicers(self, False)
self._whitelist = {
'channel_switches': None,
'convolved': None,
'free_parameters_boundaries': None,
'low_loss': ('sig', None),
'chisq.data': None,
'dof.data': None
}
self._slicing_whitelist = {
'channel_switches': 'isig',
'low_loss': 'inav',
'chisq.data': 'inav',
'dof.data': 'inav'
}
def __init__(self, image, dictionary=None):
self.image = image
self.signal = self.image
self.axes_manager = self.signal.axes_manager
self._plot = None
self._position_widgets = {}
self._adjust_position_all = None
self._plot_components = False
self._suspend_update = False
self._model_line = None
self._adjust_position_all = None
self.xaxis, self.yaxis = np.meshgrid(
self.axes_manager.signal_axes[0].axis,
self.axes_manager.signal_axes[1].axis)
self.axes_manager.events.indices_changed.connect(
self.fetch_stored_values, [])
self.channel_switches = np.ones(self.xaxis.shape, dtype=bool)
self.chisq = image._get_navigation_signal()
self.chisq.change_dtype("float")
self.chisq.data.fill(np.nan)
self.chisq.metadata.General.title = self.signal.metadata.General.title + \
' chi-squared'
self.dof = self.chisq._deepcopy_with_new_data(
np.zeros_like(self.chisq.data, dtype='int'))
self.dof.metadata.General.title = self.signal.metadata.General.title + \
' degrees of freedom'
self.free_parameters_boundaries = None
self.convolved = False
self.components = ModelComponents(self)
if dictionary is not None:
self._load_dictionary(dictionary)
self.inav = ModelSpecialSlicers(self, True)
self.isig = ModelSpecialSlicers(self, False)
self._whitelist = {
'channel_switches': None,
'convolved': None,
'free_parameters_boundaries': None,
'chisq.data': None,
'dof.data': None}
self._slicing_whitelist = {
'channel_switches': 'isig',
'chisq.data': 'inav',
'dof.data': 'inav'}