Deep Learning Attention Mechanism What is Attention, and why is it used in state-of-the-art models? This article discusses the types of Attention and walks you through their implementations.
Deep Learning Gated Recurrent Unit (GRU) With PyTorch The Gated Recurrent Unit (GRU) is the newer version of the more popular LSTM. Let's unveil this network and explore the differences between these 2 siblings.
Deep Learning Long Short-Term Memory: From Zero to Hero with PyTorch Long Short-Term Memory (LSTM) Networks have been widely used to solve various sequential tasks. Let's find out how these networks work and how we can implement them.
Deep Learning A Beginner’s Guide on Recurrent Neural Networks with PyTorch Learn the basics of Recurrent Neural Networks and build a simple Language Model with PyTorch