d2f48bb83fdcb3e5bc1e8e5424140b250b5c6432,gensim/models/word2vec.py,Word2Vec,most_similar_cosmul,#Word2Vec#Any#Any#Any#,756

Before Change

        if not topn:
            return dists
        best = argsort(dists)[::-1][:topn + len(all_words)]
        // ignore (don"t return) words from the input
        result = [(self.index2word[sim], float(dists[sim])) for sim in best if sim not in all_words]
        return result[:topn]

After Change

        if not topn:
            return dists
        best = matutils.argsort(dists, topn=topn + len(all_words), reverse=True)
        // ignore (don"t return) words from the input
        result = [(self.index2word[sim], float(dists[sim])) for sim in best if sim not in all_words]
        return result[:topn]

Instances