sup_figure_6.py 文件源码

def plot_scatters(subjects, axes):

    ftemp = "correlation_analysis/{}_{}_ifs.pkz"
    for subj, ax in zip(subjects, axes):

        sticks = moss.load_pkl(ftemp.format(subj, "sticks")).corrmat
        rest = moss.load_pkl(ftemp.format(subj, "rest")).corrmat

        triu = np.triu_indices_from(rest, 1)

        ax.scatter(sticks[triu], rest[triu], s=3, linewidth=.2,
                   color=".6", edgecolor="w",
                   rasterized=True)

        ax.plot([-.2, .8], [-.2, .8], lw=1, dashes=(5, 2), color=".3")

    plt.setp(axes,
             xlim=(-.25, .8), ylim=(-.25, .8),
             xticks=np.linspace(-.2, .8, 6),
             yticks=np.linspace(-.2, .8, 6),
             aspect="equal")
    plt.setp(axes[1:], yticklabels=[])
    for ax in axes:
        sns.despine(ax=ax, trim=True)
        plt.setp(ax.get_xticklabels(), size=6)
        plt.setp(ax.get_yticklabels(), size=6)