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scratchnet's Introduction

ScratchNet

A neural network from scratch to improve C++ skills and develop an intuition for backpropagation.

Linux Instructions using Terminal

In ScratchNet directory:

  1. cmake .
  2. make
  3. and then run either:
    apps/dnn XOR
    or
    apps/dnn MNIST

The network output, targets and errors are given. Currently MNIST requires some parameter tuning and implemenetation of softmax to perform better, but the backprop seems to work.

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