A Recurrent Neural Network (RNN) for generating Seinfeld TV scripts. After training on the scripts from 9 seasons, it generates the following:
Jerry: I know what, you want a little one of those people in the time.
Elaine: Oh, yeah.....
George:(to elaine) Oh, hi. i don't want to go to the hospital.(elaine enters)
Elaine: Hey!
George:(on phone) Hey, i got to get out of here!
Kramer: Yeah, yeah, yeah, i don't know.(jerry shakes a hand to the couch)
To train the network, be sure to first clone this repository and install
all the Python packages defined in requirements.txt.
The pre-trained network is available at trained_rnn.pt.
To explore the training process, you can take a look at the dlnd_tv_script_generation.ipynb jupyter notebook.
The network code is contained in the lost_episode module.