Building A Recurrent Neural Network From Scratch In Python

How to build a basic RNN using Basic Python libraries

Recurrent Neural Network (RNN) is a very powerful model for natural language processing and other sequence modeling tasks since they have what is called a meomery cell. They can read inputs 𝑥⟨𝑡⟩ (such as words) one at a time, and remember some contextual information through the hidden layer activations that get passed from one-time step to the next. This allows a unidirectional (one-way) RNN to take information from the past to process later…