In Bayesian WordVec Master folder there are the implementation of both Bayesian Word 2 Vec and Dynamic Bayesian Word 2 Vec
The data for Dynamic word2vec Semantic discovery can be downloaded from : https://www.dropbox.com/s/nifi5nj1oj0fu2i/data.zip?dl=0