micrograd 开源项目推荐（133 个）

chizkidd /Karpathy-Neural-Networks-Zero-to-Hero

为Andrej Karpathy的课程《神经网络：从零到英雄》的讲座和练习提供了详细的Python笔记和代码。课程重点是从零开始构建神经网络。

automata /mojograd

Implementation of Karpathy's micrograd in Mojo 🔥

kibotu /karpathy-microgpt

A GPT built and trained in 243 lines of pure, dependency-free Python - no PyTorch, no NumPy. Based on Andrej Karpathy's microgpt, it hand-rolls autograd, attention and Adam to show how little a language model really needs.

Anri-Lombard /micrograd

Building Andrej Kapathy's micrograd from scratch

didarulilm /pocketgrad

A lightweight autograd engine and neural network library.

noway /yagrad

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

elinx /ugrad

A C++ implementation of the scalar-valued autograd engine micrograd

ggsharma /microgradpp

A header-only C++ autograd engine and neural network library inspired by Karpathy's micrograd. Learn backpropagation in modern C++17.

ckaraneen /micrograduate

📖 A self-contained course to learn the basics of neural networks: from backprop to GPT! 🌻

msminhas93 /ferric-micrograd

A rust implementation of Andrej Karpathy's Micrograd

nguyenphuminh /catniff

Torch-like deep learning framework for Javascript

Habrador /MicrogradCSharp

The easiest way to build Neural Networks in C# within Unity. The open-source AI project implements a scalar-valued autograd engine so you don't have to deal with backpropagation, and a Neural Network library. You can use it outside of Unity as well.

MilanSuk /cmicrograd

C implementation of micrograd

LazaroHurtado /micrograd-rs

Micrograd but in Rust

SauravP97 /micrograd-java

A Deep Neural network from scratch in Java

marfvr /micrograd-js

A porting of Karpathy's Micrograd to JS

Adebayodamilola20 /autograd-engine

A reverse-mode automatic differentiation engine built from scratch in Python — no PyTorch, no TensorFlow. 97.63% on MNIST, 737 tests, 183 gradient checks, and 21 chapters explaining every derivative.

fszewczyk /shkyera-grad

micrograd, but in C++ and better

tekknolagi /micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

deniztemur00 /simplegrad

Simple auto gradient project that supports basic operations written in C++ from scratch.