HashBrownMap / simpsons-script-generator

Simpsons Script Generator using RNNs

Generate TV Scripts

Deep Learning Nanodegree Foundation from Udacity

Project 3

Built and trained a Recurrent Neural Network (RNN) using TensorFlow to generate a new Simpsons TV script for a scene at Moe's Tavern using the Simpsons dataset of scripts from 27 seasons. The project was written in Python using the libraries numpy and tensorflow, running on an Anaconda environment.

Topics covered

• Recurrent Neural Networks
• LSTM Cells
• Embeddings and Word2vec