Generate-TV-Script-Using-RNN
Generated new TV scripts for Seinfeld using RNNs by training the model on Seinfeld dataset of scripts from 9 seasons. The Neural Network generated a new ,"fake" TV script, based on patterns it recognizes in this training data.
About Seinfeld
Seinfeld is an American sitcom television series created by Larry David and Jerry Seinfeld for NBC. As a comedian rising in popularity in the late 1980s, Seinfeld was presented with an opportunity to create a show with NBC.
Dataset
For this project I have used part of the Seinfeld dataset of scripts from 9 seasons, from Kaggle which you can refer here for more details.
TV Script Generation Notebook
For implementation of the project kindly refer to Notebook "TV Script Generation with RNN.ipynb". I have given detailed explanation end- to-end for the complete project.