Datafinity

For some papers I released software such as Twitter word2vec embeddings. I also released some implementations of other people's papers.

word2vec-api - Simple web service providing a word embedding model

PyTexas 2015. Introduction to Topic Modeling in Python

In the context of information retrieval and natural language processing, latent variable models are quite useful in modeling and discovering hidden structure that often leads to "semantic" data representations. This talk will provide an overview of the most popular approaches and discuss the range of possible applications for such models, including language modeling, ad hoc retrieval, text categorization and collaborative filtering.

Efficient topic modelling in Python