Learning deep learning (project 3, generate TV script)
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: