pyhgf.plots.matplotlib.plot_samples

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

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:

networkNetwork

Main Network instance.

show_total_surprise

If True, plot the sum of surprises across all nodes in the bottom panel. Defaults to False.

figsizetuple of int, default (18, 9)

Figure size.

axslist or Axes, optional

Axes on which to plot. A new figure is created if None.

Returns:

Axes

Matplotlib axes used for plotting.

Parameters:

• network (Network)

• show_total_surprise (bool)

• figsize (Tuple[int, int])

• axs (List | Axes | None)

Return type:

Axes