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yet another scalar autograd engine - featuring complex numbers and fixed DAG

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yagrad - Yet Another Grad

Yet another scalar autograd engine based on micrograd.

Featuring

Complex numbers (for grad calculation)
Fixed DAG (no objects allocated during training)
Only 100 lines of code

Install

No installation required

Run

python train.py

Why

Educational purposes

Credits

About

yet another scalar autograd engine - featuring complex numbers and fixed DAG

machine-learning neural-network autograd complex-numbers gradient gradient-descent backpropagation multilayer-perceptron micrograd tinygrad

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Python 100.0%