Accelerated Automatic Differentiation with JAX: How Does it Stack Up Against Autograd, TensorFlow, and PyTorch?
Machine Learning Libraries for Automatic Differentiation Featured image from photographers Austin Kirk and Adam R on Pixabay. Differentiable Programming with JAX Automatic differentiation underlies the vast majority of success in…
Autograd: The Best Machine Learning Library You’re Not Using?
Autograd: The Missing Machine Learning Library Wait, people use libraries other than TensorFlow and PyTorch? Ask a group of deep learning practitioners for their programming language of choice and you’ll…
Deep Learning in Natural Language Processing: History and Achievements
The Evolution of Natural Language Processing (NLP) As we grow, we learn how to use language to communicate with people around us. First, we master our native language: listen to…
What Can You Do with the OpenAI GPT-3 Language Model?
Exploring GPT-3: A New Breakthrough in Language Generation Substantial enthusiasm surrounds OpenAI’s GPT-3 language model, recently made accessible to beta users of the “OpenAI API”. What is GPT-3? It seems…
PyTorch 1.6.0 Now Available
PyTorch is a widely used, open source deep learning platform used for easily writing neural network layers in Python enabling a seamless workflow from research to production. Based on Torch,…