Recent posts

Sparse Word Embeddings

4 minute read

In this post, I’ll give a brief introduction to word embeddings, how they’re trained, why sparsity is important and how we can induce it.

Machine Learning: Starting from Zero

4 minute read

Just over a year and a half ago I was sitting at a desk trading stocks, knowing close to nothing about Machine Learning and having last coded in a bit of Mat...

Sentiment Analysis with Transformers

11 minute read

The Transformer is the latest advance in Deep Learning architectures that has driven most state-of-the-art progress in NLP since it was first presented in ‘A...