Open source projects by karpathy

karpathy/arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

☕Python   ★1798 stars   ⚠54 open issues   ⚭4 contributors   ☯about 3 years old  

karpathy/neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

☕Lua   ★4010 stars   ⚠127 open issues   ⚭9 contributors   ☯about 3 years old  

karpathy/char-rnn

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

☕Lua   ★7576 stars   ⚠97 open issues   ⚭18 contributors   ☯over 3 years old  

karpathy/convnetjs

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

☕JavaScript   ★8829 stars   ⚠59 open issues   ⚭14 contributors   ☯almost 5 years old  

karpathy/neuraltalk

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

☕Python   ★4630 stars   ⚠27 open issues   ⚭6 contributors   ☯about 4 years old  

karpathy/recurrentjs

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

☕HTML   ★742 stars   ⚠5 open issues   ⚭3 contributors   ☯almost 4 years old  

karpathy/lifejs

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

☕JavaScript   ★47 stars   ⚠0 open issues   ⚭0 contributors   ☯over 6 years old  

karpathy/svmjs

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

☕JavaScript   ★507 stars   ⚠2 open issues   ⚭3 contributors   ☯over 6 years old  

karpathy/forestjs

Random Forest implementation for JavaScript. Supports arbitrary weak learners. Includes interactive demo.

☕JavaScript   ★228 stars   ⚠1 open issues   ⚭1 contributors   ☯over 6 years old  

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.

☕Python   ★94 stars   ⚠0 open issues   ⚭1 contributors   ☯about 7 years old  

karpathy/scriptsbots

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

☕C++   ★75 stars   ⚠0 open issues   ⚭2 contributors   ☯almost 8 years old  

karpathy/Random-Forest-Matlab

A Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.

☕Matlab   ★106 stars   ⚠1 open issues   ⚭1 contributors   ☯over 6 years old  

karpathy/ulogme

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

☕Python   ★615 stars   ⚠31 open issues   ⚭7 contributors   ☯over 4 years old  

karpathy/researchlei

An Academic Papers Management and Discovery System

☕Python   ★134 stars   ⚠3 open issues   ⚭1 contributors   ☯over 5 years old  

karpathy/reinforcejs

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

☕HTML   ★718 stars   ⚠17 open issues   ⚭3 contributors   ☯over 3 years old  

karpathy/tsnejs

Implementation of t-SNE visualization algorithm in Javascript.

☕JavaScript   ★505 stars   ⚠4 open issues   ⚭2 contributors   ☯over 4 years old  

karpathy/karpathy.github.io

my blog

☕CSS   ★186 stars   ⚠23 open issues   ⚭14 contributors   ☯over 4 years old  

karpathy/randomfun

Notebooks and various random fun

☕Jupyter Notebook   ★94 stars   ⚠0 open issues   ⚭1 contributors   ☯over 3 years old  

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.

☕C++   ★32 stars   ⚠1 open issues   ⚭0 contributors   ☯over 6 years old  

karpathy/nipspreview

Scripts that generate .html to more easily see NIPS papers

☕Python   ★120 stars   ⚠2 open issues   ⚭1 contributors   ☯about 6 years old  

karpathy/tf-agent

tensorflow reinforcement learning agents for OpenAI gym environments

☕Python   ★79 stars   ⚠2 open issues   ⚭1 contributors   ☯about 2 years old