Build a GRU RNN in Keras - PythonAlgos

In December of 2021, we went over How to Build a Recurrent Neural Network from Scratch, How to Build a Neural Network from Scratch in Python 3, and How to Build a Neural Network with Sci-Kit Learn. As a continuation in the Neural Network series, this post is going to go over how to build a simple GRU model in Keras with Tensorflow. In this post we'll use Keras and Tensorflow to create a simple GRU model, and train and test it on the MNIST dataset. Here are the steps we'll go through: To follow along, you'll need to install tensorflow which you can do using the line in the terminal below. GRU stands for "Gated Recurrent Unit".