Building Word2vec in TensorFlow

The rise of TensorFlow over the past year has been amazing. It is now one of the most popular open source projects on GitHub and certainly the fastest growing deep learning library available. At the…


Semantically Ordering Word Lists in Python

I am sure most people who read this blog are familiar with word embedding. If not, word embedding is a feature learning technique in natural language processing (NLP) where words or phrases are…


Athena GPU now on GitHub C#

Last month, I announced the release of Athena on GitHub. Athena is a C# word embedding program based on the original paper Efficient Estimation of Word Representations in Vector Space published by…


Word2Vec Lightweight Port C#

In January 2013, Tomas Mikolov and a team from Google published a paper titled “Efficient Estimation of Word Representations in Vector Space”. This proposed two new architectures for computing…