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A simple neural network implemented from scratch

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Simple Neural Net

This is a simple neural network, implemented from scratch. Following Andrej Karpathy's tutorial, we create a value class, then a nueron, layer, and finally a network.

Future Steps

  • Implement more complex optimizers than the most basic version of gradient descent
  • Train on a real (but simple) dataset from kaggle

References:

Andrej Karpathy's Tutorial

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A simple neural network implemented from scratch

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