A SuperVised Extension of Word2Vec Algorithm

a.) Implemented on top of gensim 0.12

b.) Supports Cythonic Version

c.) Word2Vec_Supervised will give word2vec model + categories

d.) The input expects an extra parameter called label_dict .

e.) More details can be found on test_word2vec_supervised.py

f.) To Install , extract and run ( python setup.py install ).