gboduljak / mnist-from-scratch

MNIST done with paper, pencil and Numpy

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mnist-from-scratch

MNIST done with paper, pen, pencil and numpy.

  • single hidden layer with 32 units
  • no preprocessing, no regularisation
  • normal random initialisation
  • train/val accuracy: 93%

mnist.png

Backprop derivation :)

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MNIST done with paper, pencil and Numpy


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