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An educational toy implementation of PyTorch's autograd API from scratch using python and GraphViz to get a good grasp over the underlying pytorch's autograd engine.

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ReadMe.md
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engine.py
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micrograd.ipynb
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nn.py
nn.py
 
 

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Micrograd

An educational toy implementation of PyTorch's autograd engine

A tiny Autograd engine that implements backpropagation (reverse-mode autodiff) and a small MLP library on top of it with a PyTorch-like API. With only about 150 lines of code, the engine operates over scalar values,

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An educational toy implementation of PyTorch's autograd API from scratch using python and GraphViz to get a good grasp over the underlying pytorch's autograd engine.

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