plot.py 文件源码

def view_raw_templates(file_name, n_temp=2, square=True):

    N_e, N_t, N_tm = templates.shape
    if not numpy.iterable(n_temp):
        if square:
            idx = numpy.random.permutation(numpy.arange(N_tm//2))[:n_temp**2]
        else:
            idx = numpy.random.permutation(numpy.arange(N_tm//2))[:n_temp]
    else:
        idx = n_temp

    import matplotlib.colors as colors
    my_cmap   = pylab.get_cmap('winter')
    cNorm     = colors.Normalize(vmin=0, vmax=N_e)
    scalarMap = pylab.cm.ScalarMappable(norm=cNorm, cmap=my_cmap)

    pylab.figure()
    for count, i in enumerate(idx):
        if square:
            pylab.subplot(n_temp, n_temp, count + 1)
            if (numpy.mod(count, n_temp) != 0):
                pylab.setp(pylab.gca(), yticks=[])
            if (count < n_temp*(n_temp - 1)):
                pylab.setp(pylab.gca(), xticks=[])
        else:
            pylab.subplot(len(idx), 1, count + 1)
            if count != (len(idx) - 1):
                pylab.setp(pylab.gca(), xticks=[])
        for j in xrange(N_e):
            colorVal = scalarMap.to_rgba(j)
            pylab.plot(templates[j, :, i], color=colorVal)

        pylab.title('Template %d' %i)
    pylab.tight_layout()
    pylab.show()