An open API service indexing awesome lists of open source software.

https://github.com/jianguoz/dnld_tv_script_generation-p3

Tv_Script_Generation: Generate our own Simpsons Tv Scripts using RNNs based on part of the Simpsons dataset of scripts from 27 seasons
https://github.com/jianguoz/dnld_tv_script_generation-p3

Last synced: about 2 months ago
JSON representation

Tv_Script_Generation: Generate our own Simpsons Tv Scripts using RNNs based on part of the Simpsons dataset of scripts from 27 seasons

Awesome Lists containing this project

README

        

# DNLD3_Tv_Script_Generation
**Jianguo Zhang, April 15, 2017**

In this project, we generate our own [Simpsons](https://en.wikipedia.org/wiki/The_Simpsons) TV scripts using RNNs. We will be using part of the [Simpsons dataset](https://www.kaggle.com/wcukierski/the-simpsons-by-the-data) of scripts from 27 seasons.
The Neural Network we will build will generate a new TV script for a scene at [Moe's Tavern](https://simpsonswiki.com/wiki/Moe's_Tavern).

![image](https://github.com/JianguoZhang1994/DNLD3_Tv_Script_Generation/blob/master/Simpsons.png)

Please run the program using `python 3.6`, `tensorflow 1.0.0` and `GPU device`.

### This is one Tv Script we generated:

moe_szyslak:(into phone) gotcha ya down for forty bucks. good luck your eminence.

moe_szyslak: sorry, homer.

homer_simpson: wait a minute, barney. you gotta be sober to fly. i mean, it's not just to get the brother, homer.

moe_szyslak: you can use this place up.

lenny_leonard: yeah, you gotta help me here!

homer_simpson: yeah, i'd like.

barney_gumble: oh, moe. there's a great guy like you, who was us a metal door.

lenny_leonard: y'know, homer, i think we can think of a new reality show where they i've do made this so-called tab?

rev. _hooper: huh?

homer_simpson: well, if you want to stop our love testing?

moe_szyslak: uh, what?

lucius:(beat) his comeback fight. you know, boxing...

homer_simpson:(looking up) there's nothin' i love that boy.

moe_szyslak: yeah, channel six tip line? i just caught up in all their pick the police.

elves:(singing)