The simpsons script generator by history

This project makes a new and unique script from Moe's Tavern by script history, using recurrent networks.

See the jupyter notebook

Motivation

Understand recurrent networks.

Built With

• Python 3 - Language
• Anaconda - Python Data Science Platform
• Jupyter notebook - Web application that allows to create documents that contain live code

Dataset

A history of 262 scenes from Moe's Tavern.

Getting Started

Prerequisites

1. Download and install Anaconda
2. Update Anaconda

$ conda upgrade conda 
$ conda upgrade --all 

Install

1. Clone and enter into the project's root directory by command line

$ git clone https://github.com/machine-learning-experiments/the-simpsons-script-generator-by-history

2. Create and activate enviroment

$ conda create --name the-simpsons-script-generator-by-history python=3
$ source activate the-simpsons-script-generator-by-history
$ conda install jupyter
$ conda install -c conda-forge tensorflow numpy

3. Start jupyter notebook

$ jupyter notebook 

4. Your browser will open showing a list of files, click on the dlnd_tv_script_generation.ipynb notebook file

Author

Lorival Smolski Chapuis

This project was developed during the deep-learning nanodegree from Udacity