def __init__()

in hypernymysuite/unsup.py [0:0]

• 16 lines of code
• 3 McCabe index (conditional complexity)

    def __init__(self, space_filename, topk):
        super(SLQS, self).__init__(space_filename)
        self.topk = topk
        logging.info("Computing column entropies")
        tr = self.matrix.transpose().tocsr()

        entropies = []
        # Minibatches for computation efficiency
        bs = 1024
        for idx_start in range(0, tr.shape[0], bs):
            idx_end = min(idx_start + bs, tr.shape[0])
            v = tr[idx_start:idx_end].todense().A
            entropies += list(entropy(v.T))
        self.colent = np.array(entropies)
        assert len(self.colent) == tr.shape[0]
        logging.info("Done computing entropies")
        # cleanup
        del tr
        logging.info("Done computing row entropies")