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.

Instructions

1. Clone the repository and navigate to the downloaded folder.

   	git clone https://github.com/MeetPalod/TV-Script-Generator
   	cd TV-Script-Generator
   

2. Open the TV Script Generation with RNN.ipynb file.

   	jupyter notebook TV Script Generation with RNN.ipynb