evaluate_motifs.py 文件源码

def plot_figure(MA0125_true_points, MA0125_fit_points, MA0078_true_points,
                MA0078_fit_points):
    """plot_figure plots the figure comparing the two motifs.

    Args:
        MA0125_true_points: true motif params as np.array
        MA0125_fit_points: fit motif params as np.array
        MA0078_true_points: true motif params as np.array
        MA0078_fit_points: fit motif params as np.array
    """
    ### PLOT FIGURE ###
    font = {'size' : 18}

    matplotlib.rc('font', **font)
    matplotlib.rc('xtick', labelsize=13)
    matplotlib.rc('ytick', labelsize=13)

    f1 = plt.figure(figsize=(13, 6))
    gs1 = gridspec.GridSpec(1, 2)
    gs1.update(wspace=0.025)
    ax1 = plt.subplot(gs1[0])
    ax2 = plt.subplot(gs1[1])

    plot_comparison(ax1, (MA0125_true_points, MA0125_fit_points), "Nobox (MA0125.1)")
    plot_comparison(ax2, (MA0078_true_points, MA0078_fit_points), "Sox-17 (MA0078.1)")
    ax1.set_ylabel('Recovered Parameter')
    plt.setp(ax2.get_yticklabels(), visible=False)
    f1.savefig("2_motifs_synthetic.png",transparent=True)
    plt.show()