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Machine Learning

Tobias Hill

Month: January 2019

January 26, 2019 by Tobias Hill

Extra 1 – Data augmentation

How to get 1% better accuracy on the input data with a simple data augmentation trick.

 
January 28, 2019 by Tobias Hill

Extra 2 – A MNIST Playground

Try out a neural network which has been trained to read handwritten digits directly in your browser. See how it classifies what you draw.

 

Recent Posts

  • Part 1 – A neural network from scratch – Foundation
  • Part 2 – Gradient descent and backpropagation
  • Part 3 – Implementation in Java
  • Part 4 – Better, faster, stronger
  • Part 5 – Training the network to read handwritten digits

Recent Comments

  1. HD on Extra 1 – Data augmentation
  2. Martin on Part 3 – Implementation in Java
  3. Tobias Hill on Part 2 – Gradient descent and backpropagation
  4. Tobias Hill on Part 2 – Gradient descent and backpropagation
  5. Giulio Vladio on Part 2 – Gradient descent and backpropagation

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