karpathy

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

llama2.c

Inference Llama 2 in one file of pure C

llm.c

LLM training in simple, raw C/CUDA

micrograd

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

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nn-zero-to-hero

Neural Networks: Zero to Hero

karpathy/nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

karpathy/minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

karpathy/llm.c

LLM training in simple, raw C/CUDA

karpathy/llama2.c

Inference Llama 2 in one file of pure C

karpathy/char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

karpathy/convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

karpathy/nn-zero-to-hero

Neural Networks: Zero to Hero

karpathy/micrograd

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

karpathy/minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

karpathy/neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

karpathy/arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

karpathy/ng-video-lecture

karpathy/makemore

An autoregressive character-level language model for making more things

karpathy/cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

karpathy/arxiv-sanity-lite

arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.

karpathy/randomfun

Notebooks and various random fun

karpathy/ulogme

Automatically collect and visualize usage statistics in Ubuntu/OSX environments.

karpathy/pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

karpathy/karpathy.github.io

my blog

karpathy/lecun1989-repro

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

karpathy/deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends

karpathy/covid-sanity

Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19

karpathy/researchpooler

Automating research publications discovery and analysis. For example, ever wish your computer could automatically open papers that are most similar to a paper at an arbitrary url? How about finding all papers that report results on some dataset? Let's re-imagine literature review.

karpathy/ttmik

Talk to me in Korean Anki cards and related scripts

karpathy/gitstats

A lightweight/pretty visualizer for recent work on a git code base in multiple branches. Helps stay up to date with teams working on one git repo in many branches.

karpathy/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

karpathy/notpygamejs

Game making library for using Canvas element

karpathy/karpathy

root repo

karpathy/optim

A numeric optimization package for Torch.

karpathy/sqlitedict

Persistent dict, backed by sqlite3 and pickle, multithread-safe.