word2vec_kmeans_LR

word2vec, kmeans, logistic regression

1. gensim word2vec model training , preservation , reloading and converting.
2. words clustering with kmeans.
3. logistic regression model training, preservation, reloading for sentence classification based on word vector.

Dependent package: gensim scikit-learn jieba

some word vector results

show_word_most_similar("演员", model, 10)

1    群众演员      0.6856100559234619
2    演員        0.6725834012031555
3    跟组        0.6159209609031677
4    替身        0.5973879098892212
5    群众        0.5957409739494324
6    男女老少      0.5860865712165833
7    灯光师       0.5850135087966919
8    摄影摄像      0.5805505514144897
9    配音员       0.5796741843223572
10   艺助        0.5716033577919006