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Sample code for COS495 homework assignments

We are providing Jupyter notebooks in Julia and Python.

  • MNIST-Intro. Basic operations with the MNIST dataset of handwritten digits.
  • DeltaRule. Training an LT neuron with the delta rule to recognize "two"s.
  • Backprop. Training a multilayer perceptron with backpropagation to classify digits.