neurodsp.plts.plot_time_series¶

neurodsp.plts.plot_time_series(times, sigs, labels=None, colors=None, ax=None, **kwargs)[source]¶

Plot a time series.

Parameters:

times1d or 2d array, or list of 1d array, or None: Time definition(s) for the time series to be plotted. If None, time series will be plotted in terms of samples instead of time.
sigs1d or 2d array, or list of 1d array: Time series to plot.
labelslist of str, optional: Labels for each time series.
colorsstr or list of str: Color(s) to use to plot lines.
axmatplotlib.Axes, optional: Figure axes upon which to plot.
**kwargs: Keyword arguments for customizing the plot.

Examples

Create a time series plot:

>>> from neurodsp.sim import sim_combined
>>> from neurodsp.utils import create_times
>>> sig = sim_combined(n_seconds=10, fs=500,
...                    components={'sim_powerlaw': {'exponent': -1.5, 'f_range': (2, None)},
...                                'sim_oscillation' : {'freq': 10}})
>>> times = create_times(n_seconds=10, fs=500)
>>> plot_time_series(times, sig)