def plot_fg_ap(fg, ax=None, **plot_kwargs):
"""Plot aperiodic fit parameters, in a scatter plot.
Parameters
----------
fg : FOOOFGroup
Object to plot data from.
ax : matplotlib.Axes, optional
Figure axes upon which to plot.
**plot_kwargs
Keyword arguments to pass into the ``style_plot``.
"""
if fg.aperiodic_mode == 'knee':
plot_scatter_2(fg.get_params('aperiodic_params', 'exponent'),
'Knee',
fg.get_params('aperiodic_params', 'knee'),
'Exponent',
'Aperiodic Fit',
ax=ax)
else:
plot_scatter_1(fg.get_params('aperiodic_params', 'exponent'),
'Exponent',
'Aperiodic Fit',
ax=ax)
def plot_fg_bg(fg, ax=None):
"""Plot aperiodic fit parameters, in a scatter plot.
Parameters
----------
fg : FOOOFGroup() object
Group object from which to plot data.
ax : matplotlib.Axes, optional
Figure axes upon which to plot.
"""
if fg.aperiodic_mode == 'knee':
plot_scatter_2(fg.get_all_data('aperiodic_params', 1), 'Knee',
fg.get_all_data('aperiodic_params', 2), 'Exponent',
'Aperiodic Fit', ax=ax)
else:
plot_scatter_1(fg.get_all_data('aperiodic_params', 1), 'Exponent',
'Aperiodic Fit', ax=ax)
def plot_fg_bg(fg, ax=None):
"""Plot background fit parameters, in a scatter plot.
Parameters
----------
fg : FOOOFGroup() object
Group object from which to plot data.
ax : matplotlib.Axes, optional
Figure axes upon which to plot.
"""
if fg.background_mode == 'knee':
plot_scatter_2(fg.get_all_data('background_params', 1),
'Knee',
fg.get_all_data('background_params', 2),
'Slope',
'Background Fit',
ax=ax)
else:
plot_scatter_1(fg.get_all_data('background_params', 1),
'Slope',
'Background Fit',
ax=ax)