In this project, I generate my own Seinfeld TV scripts using a recurrent neural network (RNN). The dataset used to train the network consists of scripts from 9 Seinfeld seasons. After training on the dataset, the RNN can create a new, "fake" TV script.
Some scripts generated by my RNN
kramer: jerry.(george enters)
george: so you know, i think you have a lot of money.
kramer:(looking in the bathroom) no no no no i want it. i don't understand it.
george: you know, i don't even know. i think it's a big problem.(to the woman) hey, i gotta go to the bathroom.
kramer: so what is that?
jerry: i don't know what it was. i can't believe i was gonna get some more of it.
jerry: you know, the one that was a little bit in the mood that he had to do it again. he said he had an extra place on her way, the other day, and we were in it.
jerry: i don't know what you got to do for you.
newman: all right. i'm going to have to get the new job.
elaine: hey! what's with the car?
jerry: the big deal is the same thing.
kramer: well, you know, i can't have that one!
jerry: so, what's it going on?
george: i don't know. i can't have a good question....(to jerry) i was going to go down the bathroom on the other hand.
jerry: oh, i don't think that.
kramer: what are you doing?
elaine: oh, yeah! well, i know, what do you think?
frank: you gotta get that picture off.
morty: what do you mean?
jerry: you know the guy was in the bathroom, the same thing you were talking about the whole thing.
jerry:(still pulling in a bag) yeah.
george: well, you know, if i have any other time, we don't even know what you have to do.
jerry: why don't you go in the building?
kramer: well, i don't care, and you have to take her out
kramer: listen jerry, i'm sorry. i just don't know what it is.
jerry: what?
george: you don't know? how could i go out with her?
jerry: no.
helen: what are you doing?
jerry: what about that?
george:(to the phone) hey. i don't know what you're saying.
jerry: i don't think so.
george: yeah...
jerry: oh, that's right.
george: yeah, right. i was wondering if you could do your own business. it's not that.
jerry: i don't have you.
kramer: no, no, don't you?... no, i want you to be there and i can have the car.
george: oh, oh, i can't believe this isn't a good time.
jerry: what is this?
george:(to the man) oh, i gotta go!
jerry: i got a lot of people in the car.
kramer: yeah.
jerry: hey.
kramer: yeah, you got it, i just want to be a good one.
kramer: yeah, yeah.(she looks at her watch) oh, you know, you got my keys, you were right on the top.
kramer:(to kramer) hey!
kramer: hey, hey jerry.
elaine:(to kramer) hey you guys, what are you doing here?
kramer: i didn't know i said" hello"
jerry:"(to kramer) so, what do you have to say?
jerry: i can't.
george: i just think i'm gonna go to the bathroom and get the rest of my life. i have to do this.
jerry: what are you talking about?
george: why did you get that?
jerry: well, it's like an accident.
jerry: what did you say?
george:(laughing) you got that
kramer: what's the matter?
kramer: oh, i don't know.
jerry: well i don't have a job.
kramer: oh, no! that's not a great idea! you know that you are going to be a clown?
jerry: you can have a big deal, but i'm not gonna tell you how about it, it's just you know what you need, it's like you can get a job.
morty: well, i just got the car, i just wanted to see him on the other way.(to jerry) hey, hey, what do you know if i can get you something?
george:(to george) what was that?
george: i got an idea of a little unusual. i don't know what you want to tell.
george:(to george) i told you, you know, i can't have it. i'm a guy.
george: well, it was an idea.
jerry: why not?
kramer: well...
jerry: i thought we were in the building.
george:(laughing) yeah, yeah, well, i'm not getting married.
jerry: yeah, well, i guess i was going to see him.(george enters.)
kramer:(to elaine) uh, well i'm just not going to talk to you.
elaine: i don't know. what do you want? what do you think of a lot like that?
elaine: i didn't know you was gonna be able to do it in this place.(to jerry) i know... what do i mean? what is it all right?
george: yeah.
jerry: what are you saying?
elaine: because, if it was a kid, it was a good idea, i have to go to your apartment and i have to see that i have, i don't know.
kramer: yeah.(to george) well, i'm not gonna talk to him.