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Building Andrej Kapathy's micrograd from scratch
Detailed python notes & code for lectures and exercises of Andrej Karpathy's course "Neural Networks: Zero to Hero." The course is focused on building neural networks from scratch.
A Deep Neural network from scratch in Java
📖 A self-contained course to learn the basics of neural networks: from backprop to GPT! 🌻
A porting of Karpathy's Micrograd to JS
micrograd, but in C++ and better
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Small scalar autograd engine, inspired from Karpathy's micrograd, with some additional features, such as more activation functions, optimizers and loss criterions.
Implementation of Andrej Karpathy's micrograd in Go
small (and partial) autograd engine inspired from Karpathy's micrograd and PyTorch, written in Zig
Repository related to machine learning projects and related modules
A port of karpathy/micrograd from Python to C#. The project itself is a tiny scalar-valued autograd engine and basic neural network implementation on top of it.
🎓 super small and cute neural net engine, using only numpy
A tiny Autograd engine based off of Andrej Karpathy's micrograd in Python
A toy neural networks library with zero* dependencies
A simple vector valued autograd engine aimed to be between micrograd and tinygrad with a nn library.
A Julia implementation of micrograd.
Simple auto gradient project that supports basic operations written in C++ from scratch.
Micrograd implementation in PHP.
A small, elegant and visulized implementation of reverse mode autograd that is distinct from Karpathy's micrograd. Zero dependency.
Nanograd is even smaller than micrograd | Autograd implementation with vanilla Python
TinyNet: A Lightweight Neural Network Library Powered by micrograd
Code-along repository for Andrej Karpathy's "Spelled-out intro to neural nets" video (https://youtu.be/VMj-3S1tku0).
An awesome collection about micrograd & friends - the tiny built from scratch (about 100 lines of code) autograd engine w/ a PyTorch-like neural net library on top
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
MicrogradCPP: A tiny micrograd, inspired by Karpathy's original, but this time in C++.
Implementation of Neural Network service with automatic gradient calculations