e, sparse matrix} of shape (n_samples, n_features)
            Document word matrix.

        sub_sampling : bool
            Do sub-sampling or not.

        Returns
        -------
        score : float
            Perplexity score.
        Tú$LatentDirichletAllocation.perplexityr‡