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binaryclassification

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I build the Micrograd autogradient engine, which is a functioning neural network with forward pass, backward propagation, and stochastic gradient descent, all built from scratch. This is derived from the great @karpathy micrograd lecture. Each notebook is complete with Andrei's lecture code and speech, as well as my own code, anecdotes and addition

  • Updated Jul 21, 2024
  • Jupyter Notebook

This project focuses on binary classification using machine learning. It serves as a personal exercise to deepen my understanding of both machine learning and its underlying mathematical concepts. I am grateful for the insights provided by @dotcsv, whose notebooks helped me build this project and establish a solid foundation in Machine Learning.

  • Updated Sep 23, 2024
  • Jupyter Notebook

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