Learning deep learning (project 3, generate TV script)

47 sec read

In this class project, I generated my own Simpsons TV scripts using RNNs trained by the Simpsons dataset of scripts from 27 seasons. The Neural Network generated a new TV script for a scene at Moe’s Tavern.

This is the script generated by the network:

moe_szyslak: ya know, i think i'll volunteer, too.
barney_gumble: to homer! it's me! i'm the prime minister of ireland!
moe_szyslak: hey, homer, show ya, are you and, what's wrong which youse?
moe_szyslak: the point is, this drink is the ultimate?
man: yes, moe.
moe_szyslak: ah, that's okay. it's like my dad always said if you would never been so great.
homer_simpson: yeah, they're on top of the alcohol!
homer_simpson: wayne, maybe i can't.
moe_szyslak: ah, that's okay. it's like my dad always said that when i drink.
homer_simpson: you can't be right now what-- like, you should only drink to get back a favor.
homer_simpson: moe, why you bein' so generous and your name!(looks around) oh you, are you sure?
bart_simpson: square as" golden books," pop i had good writers. william faulkner could write an exhaust pipe gag that.
moe_szyslak:" sheriff andy" can't someone else do it

Does it make sense? 🙂

The full project with code can be found here:
dlnd_tv_script_generation_submit2.html

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