This project involves using Recurrent Neural Networks(Long Short Term Memory Networks(LSTMs) in particular) to predict the next word in a sequence of 5 words.
The dataset used to train the model was a novel titled "The Top Five Regrets Of the Dying".
The project also includes a web application built using Python(Streamlit) that includes a text box that takes in a 5 word sentence as input and predicts the next word as output.
https://cate865-nextwordpredictor-next-word-predictornextword-p6b2xg.streamlit.app/