/simplegrad

A simple autograd engine.

Primary LanguagePython

Simplegrad

A simple autograd engine inspired by Karpathy's micrograd.

This project implements reverse-mode autodiff (backpropagation) over a dynamically built Directed Acyclic Graph (DAG).

Usage

Todo

  • Tanh
  • Sigmoid
  • BatchNormalization

Licence

MIT