Skip to content

Instantly share code, notes, and snippets.

@atbe
Created October 24, 2019 17:51
Show Gist options
  • Save atbe/5117ef40ba79468ed0a6ecea5303318a to your computer and use it in GitHub Desktop.
Save atbe/5117ef40ba79468ed0a6ecea5303318a to your computer and use it in GitHub Desktop.
In this chapter we'll write a computer program implementing a neural network that learns to recognize
handwritten digits. The program is just 74 lines long, and uses no special neural network libraries. But
this short program can recognize digits with an accuracy over 96 percent, without human intervention.
Furthermore, in later chapters we'll develop ideas which can improve accuracy to over 99 percent. In fact,
the best commercial neural networks are now so good that they are used by banks to process cheques, and by
post offices to recognize addresses.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment