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Micro Grad

  • this is a guild to create simple Neuron Network by following Andrej Karpathy's series: Neural Networks:Zero to Hero:
  • Build a Model from scratch with Mathematical operators in Python

About the project

Goals:

  • To clearly understand how Gradient Descent and Backpropagation work under the hood:
Screenshot 2023-06-27 at 2 26 39 PM

Structure:

  • The Value class is the core of this project, which includes Mathematical Operations
  • The MLP class is to help to build multi-layer Perceptron

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