code: def plot_manifold_embedding(self, algorithm="lle", path="images"):
          
          _, ax = plt.subplots(figsize=(9,6))
          path = self._make_path(path, "s_curve_{}_manifold.png".format(algorithm))
  
          oz = Manifold(
              ax=ax, manifold=algorithm,
              target='continuous', colors='nipy_spectral'
          )
  
          oz.fit(self.X, self.y)
          oz.poof(outpath=path)
docs: Draw the manifold embedding for the specified algorithm