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

karpathy/recurrentjs: Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

karpathy/char-rnn: Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

karpathy/deep-vector-quantization: VQVAEs, GumbelSoftmaxes and friends

karpathy/karpathy: root repo

karpathy/makemore: An autoregressive character-level language model for making more things

karpathy/find-birds: Find people you should follow on Twitter based on who the people you follow follow

karpathy/reinforcejs: Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

karpathy/karpathy.github.io: my blog

karpathy/neuraltalk2: Efficient Image Captioning code in Torch, runs on GPU

karpathy/tsnejs: Implementation of t-SNE visualization algorithm in Javascript.

karpathy/covid-sanity: Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19

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

karpathy/forestjs: Random Forest implementation for JavaScript. Supports arbitrary weak learners. Includes interactive demo.

karpathy/scriptsbots: ScriptBots is an Open Source Evolutionary Artificial Life Simulation of Predator-Prey dynamics, written by Andrej Karpathy.

karpathy/lifejs: Artificial Life simulator using canvas. Based on https://github.com/karpathy/scriptsbots

karpathy/scholaroctopus: A set of tools/pages that help explore academic literature

karpathy/nn:

karpathy/EigenLibSVM: A wrapper for LibSVM that lets you train SVM's directly on Eigen library matrices in C++

karpathy/notpygamejs: Game making library for using Canvas element

karpathy/Random-Forest-Matlab: A Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.

karpathy/svmjs: Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo

karpathy/nipspreview: Scripts that generate .html to more easily see NIPS papers

karpathy/ng-video-lecture:

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

karpathy/paper-notes: Random notes on papers, likely a short-term repo.

karpathy/MatlabWrapper: C++ convenience class to communicate with a Matlab instance. Send matrices back and forth, execute arbitrary Matlab commands, or drop into interactive Matlab session right in the middle of your C++ code.

karpathy/simple-amt: A microframework for working with Amazon's Mechanical Turk

karpathy/tf-agent: tensorflow reinforcement learning agents for OpenAI gym environments

karpathy/randomfun: Notebooks and various random fun

karpathy/pytorch-normalizing-flows: Normalizing flows in PyTorch. Current intended use is education not production.

karpathy/twoolpy: useful scripts to work with Twitter + Python. Requires the tweepy library.

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

karpathy/nn-zero-to-hero: Neural Networks: Zero to Hero

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

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

karpathy/pytorch-made: MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

karpathy/sqlitedict: Persistent dict, backed by sqlite3 and pickle, multithread-safe.

karpathy/optim: A numeric optimization package for Torch.

karpathy/cryptos: Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

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

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/arxiv-sanity-preserver: Web interface for browsing, search and filtering recent arxiv submissions

karpathy/researchlei: An Academic Papers Management and Discovery System

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

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/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/examples: A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.