In this project, I generated my own Seinfeld TV scripts using RNNs. I used part of the Seinfled dataset of scripts from 9 seasons. The Neural Network generated a new, "fake" TV script, based on patterns it recognizes in this training data.

• Get the Data
• Explore the Data
• Implement Pre-processing Functions
  • Lookup Table
  • Tokenize Punctuation
• Pre-process all the data and save it
• Check Access to GPU
• Input
  • Batching
  • Test your dataloader
  • Sizes
  • Values
• Build the Neural Network
  • Define forward and backpropagation
• Neural Network Training
  • Train Loop
  • Hyperparameters
  • Train
• Generate TV Script
  • Generate text
  • Generate a new script