Draw the manifold embedding for the specified algorithm

def plot_manifold_embedding(self, algorithm="lle", path="images"):
        """
        Draw the manifold embedding for the specified algorithm
        """
        _, 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)