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deep-learning-from-scratch's Introduction

Deep Learning From Scratch

There are six snippets of code that made deep learning what it is today. Coding the History of Deep Learning 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

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deep-learning-from-scratch's Issues

Please Mark Notebook in numerical order

Hello,
thank you for the resource it would be great if you can just rename these notebook in serial order to follow as you mentioned in doc will save time and effort in future thanks!

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