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Machine Learning TV script Generation

Purpose

The purpose of this project is to create a machine learning algorithm to generate texts based on a existing scripts.

Install

To run the project, install the following packages:

  • python3.5
  • jupyter
  • tensorflow (version >= 1.0.0)
  • numpy

Run

In a terminal or command window, navigate to the top-level project directory and run

jupyter notebook dlnd_tv_script_generation.ipynb

Data

The Simpson dataset consists of TV script of the characters, locations, episode details, and script lines for approximately 600 Simpsons episodes, dating back to 1989.

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Script generation using deep neural network algorithms

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