Microjax: A Simplified Autograd Engine with Jax-like API
By
joelburget
Crispy enough to crunch, soft enough to enjoy. A good bake.
Summary
Microjax is a tiny autograd engine with a Jax-like API inspired by Micrograd and JAX, offering a functional style for machine learning. The tutorial simplifies concepts from autograd and packages them as a notebook.
Key quotes
· 3 pulledThis is inspired by Andrej Karpathy's Micrograd, a PyTorch-like library in about 150 lines of code.
Despite PyTorch's popularity, I prefer the way JAX works because it a more functional style.
My main contribution is simplifying a bit and packaging it as a notebook.
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