'Plot the support vectors by placing circles over the
corresponding data points and adds the circle collection
to the contours list.'

def plot_support_vectors(self, support_vectors):

    cs = self.ax.scatter(support_vectors[:, 0], support_vectors[:, 1], s=80, edgecolors='k', facecolors='none')
    self.contours.append(cs)
