Exploring Recurrent Neural Networks

In this tutorial, taken from Hands-on Deep Learning with Theano by Dan Van Boxel, we'll be exploring recurrent neural networks. We'll start off by looking at the basics, before looking at RNNs through a motivating weather modeling problem. We'll also implement and train an RNN in TensorFlow. In a typical model, you have some X input features and some Y output you want to predict. We usually consider our different training samples as independent observations.