/mnist-from-scratch

MNIST done with paper, pencil and Numpy

Primary LanguagePython

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 :)