space.py 文件源码

def all_distances(self, l1, metric='cosine'):
        """Return distance matrix with distances to all words."""

        l1_vecs = self.word_vectors_matrix(l1)
        l1_labels = [self.label(e) for e in l1]

        sims = self.pairwise_distances(l1_vecs, self.vectors, metric=metric)

        return pd.DataFrame(sims, l1_labels, self.words)