Building An LSTM Model From Scratch In Python

How to build a basic LSTM using Basic Python libraries

Long short-term memory (LSTM) is a type of Recurrent Neural Network (RNN) that are particularly useful for working with sequential data, such as time series, natural language, and audio data. LSTMs are able to effectively capture long-term dependencies in data by using a combination of memory cells, input gates, and output gates.

In this article, I will be walking you through the process of implementing an LSTM model in Python, starting…