pyhgf.plots.matplotlib.plot_samples#

pyhgf.plots.matplotlib.plot_samples(network, show_total_surprise=False, figsize=(18, 9), axs=None)[source]#

Plot simulation trajectories for nodes.

After drawing the nodes via plot_nodes, this function extracts sample trajectories and overlays them on the plot. The figures should be passed to the axs argument.

Parameters:

  • network (Network) – Main Network instance.

  • show_total_surprise (bool) – If True, plot the sum of surprises across all nodes in the bottom panel. Defaults to False.

  • figsize (tuple of int, default (18, 9)) – Figure size.

  • axs (list or Axes, optional) – Axes on which to plot. A new figure is created if None.

Returns:

Matplotlib axes used for plotting.

Return type:

Axes