This repository contains an implementation of the GloVe word vector learning algorithm in Python 2 (NumPy + SciPy). (A contributed Python 3 version is available here.)
You can follow along with the accompanying tutorial on my blog.
The implementation is for educational purposes only; you should look elsewhere if you are looking for an efficient / robust solution.