def save(self, path):
        """
        Saves all tensors of the root set to a file defined by *path*.
        """
        path = os.path.expandvars(os.path.expanduser(path))
        with open(path, "wb") as f:
            pickle.dump(self.roots, f)
Saves all tensors of the root set to a file defined by *path*.