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micrograd

  • building micrograd with python, backpropagation in Neural Networks from scratch (both manual gradient descent and auto grad)
  • building a multiple layer perceptron
  • a Neural network that can accurately predict y values given array of x values
  • Building a neuron
  • Building a layer
  • build a multiple layer perceptron

Pytorch

  • used the torch libary to compare results

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building micrograd with python, back propagation in Neural Networks

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