Model Dumping Pickle

subhabrata.banerji at gmail.com subhabrata.banerji at gmail.com
Sat May 30 08:14:19 EDT 2015


Dear Group,

If I use pickle to dump my model as follows, 

>>> from gensim.models import Word2Vec
>>> from nltk.corpus import brown, movie_reviews, treebank
>>> b = Word2Vec(brown.sents())
>>> import pickle
>>> f = open('my_classifier5.pickle', 'wb')
>>> pickle.dump(b, f)
>>> f.close()
>>> f1= open('my_classifier5.pickle')
>>> classifier=pickle.load(f1)
>>> classifier.most_similar('money', topn=5)
[('pay', 0.6861867904663086), ('ready', 0.6255729794502258), ('try', 0.6118115186691284), ('go', 0.609034538269043), ('oppose', 0.6002943515777588)]
>>> f1.close()

Am I going fine? If any one may kindly suggest. 

I am using Python 2.7 on MS-Windows 7 Professional. 
Apology for any indentation error.

Regards,
Subhabrata Banerjee. 




More information about the Python-list mailing list