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Generate TV Scripts

This is the third project of the Udacity Deep Learning Nanodegree.

In this project, I built my own Recurrent Networks and Long Short-Term Memory Networks with PyTorch. I performed sentiment analysis and generate new text, and used recurrent networks to generate new text that resembles a training set of TV scripts.

Results

Part of the text produced by the RNN

jerry: willing to see her again, and then they go out and talk to him about the other day.

elaine: i don't think so.

elaine:(pause) what is that?

jerry: well, i don't know. i know. i was thinking of this guy.

kramer: hey. hey, you know.(listens) yeah, i don't know what the hell is going on, you know. i mean, i think i could be going to the bathroom.

jerry: i don't want to see you.

jerry: you know what?

george: i think you can do it!

elaine:(to george) oh..(laughs)

jerry: what about the velvet fog?

jerry: no, no no, no, no, you don't want to go.. i don't even know if i was a kid.

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