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Generate TV Scripts (using Recurrent Neural Network)

Udacity Deep Learning nanodegree project: TV Script generation

Introduction

In this project, you'll generate your own Seinfeld TV scripts using RNNs. You'll be using a Seinfeld dataset of scripts from 9 seasons. The Neural Network you'll build will generate a new, "fake" TV script.

git clone https://github.com/udacity/deep-learning-v2-pytorch.git

This way you can stay up to date with any changes we make by pulling the changes to your local repository with git pull.

Example of the script generated with this network:

jerry:, and they had to reduce the defendants.

vandelay: you have a pee bystander? you want to get together?

jerry: i don't know what to get.

[new witness: marcellino in the autumn room, but the bubble boy was in development, i have to get together.

[new witness: marcellino? you banks the defendants, and i was employed nyhart.

hoyt: you are the defendants.

hoyt: so, you have a good time to get a call?

george: no further vogel.

george: so, i don't think so.

jerry: well, i think they were robbed, you can do it for a private jet.

hoyt: so i don't recall you know, and i could get the whole time in the bubble?

[new witness: moors.

hoyt: so, what did you have to say?

jerry: yes, yeah?

george: oh, yeah!

hoyt: i don't know if i was a little anxious in latham school delinquent.

[new witness: moops

elaine: moops!

jerry: what?

elaine: i know what you want. i mean, you know, i was thinking about the meals of that courtroom.

chiles: so, what did i say?

jerry: i can't believe that.

hoyt: so you want to get to argentina?

hoyt: i was a little incriminating of bystanding.

hoyt: so, what is this?

hoyt: no, i don't know.

vandelay: well, the judge council robbing robbing that jury.

[new witness: the contest, jerry, it's a misprint.

hoyt: that's not fair.

hoyt: what is this?

jerry: i don't know.

hoyt: you want a marble rye?

hoyt: no further questions, geraldo. i think i was employed to reduce you.

hoyt: so, what's going on there?

elaine: i don't want to smother him.

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Udacity project assigment: TV Script Generation (Deep Learning Nanodegree Program)

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