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TASKS

  1. The Network Class
  • Develop a network class in python
  • Store the weights
  • Calculate the output by forward propagation
  • Test with simple logical function networks.

Eg. network.calculate(x)

  1. The data
  • Read MNIST data
  • Unroll images into a single vector
  1. More network
  • initialise with random inputs
  • implment backpropagation and stochastic gradient descent
  1. Try it