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scalar-autograd

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VisvaV / Micrograd-MLP---Tiny-Neural-Network-from-Scratch-using-Autograd

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This repository is a clean, educational reimplementation of Andrej Karpathy's micrograd project. It includes: - A minimal autograd engine (`Value` class) built from scratch - Neuron, Layer, and MLP abstractions built directly on top of `Value` - Manual training loop using scalar-based backpropagation along with Visualization

python deep-learning autograd neural-networks educational mlp backpropagation micrograd scalar-autograd
  • Updated May 7, 2025
  • Python

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