Six snippets of code that made deep learning what it is today.
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README.md

Deep Learning From Scratch

There are six snippets of code that made deep learning what it is today. Coding the History of Deep Learning on Floydhub' s blog covers the inventors and the background to their breakthroughs. In this repo, you can find all the code samples from the story.

  • The Method of Least Squares: The first cost function
  • Gradient Descent: Finding the minimum of the cost function
  • Linear Regression: Automatically decrease the cost function
  • The Perceptron: Using a linear regression type equations to mimic a neuron
  • Artificial Neural Networks: Leveraging backpropagation to solve non-linear problems
  • Deep Neural Networks: Neural networks with more than one hidden layer