SortingExtractor Widgets Gallery

Here is a gallery of all the available widgets using SortingExtractor objects.

import matplotlib.pyplot as plt

import spikeinterface.extractors as se
import spikeinterface.widgets as sw

First, let’s create a toy example with the extractors module:

recording, sorting = se.toy_example(duration=100, num_channels=1, seed=0, num_segments=1)

/home/docs/checkouts/readthedocs.org/user_builds/spikeinterface/checkouts/0.100.0/src/spikeinterface/core/generate.py:1787: UserWarning: generate_unit_locations(): no solution for minimum_distance=20.0 and max_iteration=100
  warnings.warn(f"generate_unit_locations(): no solution for {minimum_distance=} and {max_iteration=}")

plot_rasters()

w_rs = sw.plot_rasters(sorting)

plot_isi_distribution()

w_isi = sw.plot_isi_distribution(sorting, window_ms=150.0, bin_ms=5.0, figsize=(20,8))

plot_autocorrelograms()

w_ach = sw.plot_autocorrelograms(sorting, window_ms=150.0, bin_ms=5.0, unit_ids=[1, 2, 5])

plot_crosscorrelograms()

w_cch = sw.plot_crosscorrelograms(sorting, window_ms=150.0, bin_ms=5.0, unit_ids=[1, 2, 5])

plt.show()

plot_unit_presence()

w_pr = sw.plot_unit_presence(sorting)

plt.show()