micrograd-rs

About

Rust rewrite of Andrej Karpathy's Python micrograd repo for self-study.

Dependencies

• Rust compiler
• Built and tested on rustc 1.65.0
• Cargo crates

Contents

• autograd.rs contains a simple graph-like data structure of nodes called Parameters
• nn.rs contains definitions for Neuron, Layer and MLP, building on top of Parameter definitions
• math.rs has util functions
• main.rs has example training code for MLP displaying that it works