Andrej (@karpathy)
github

karpathy

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Top repositories

1

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.
Python
22,607
star
2

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Python
15,735
star
3

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Lua
11,228
star
4

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
JavaScript
10,642
star
5

nn-zero-to-hero

Neural Networks: Zero to Hero
Jupyter Notebook
8,476
star
6

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Jupyter Notebook
5,613
star
7

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU
Jupyter Notebook
5,426
star
8

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
Python
5,352
star
9

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions
Python
4,943
star
10

ng-video-lecture

Python
2,074
star
11

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
HTML
1,273
star
12

makemore

An autoregressive character-level language model for making more things
Python
1,217
star
13

cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
Jupyter Notebook
1,142
star
14

randomfun

Notebooks and various random fun
Jupyter Notebook
996
star
15

ulogme

Automatically collect and visualize usage statistics in Ubuntu/OSX environments.
Python
941
star
16

recurrentjs

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.
HTML
918
star
17

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.
Python
864
star
18

tsnejs

Implementation of t-SNE visualization algorithm in Javascript.
JavaScript
815
star
19

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.
Jupyter Notebook
790
star
20

paper-notes

Random notes on papers, likely a short-term repo.
660
star
21

svmjs

Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo
JavaScript
636
star
22

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
Python
510
star
23

karpathy.github.io

my blog
CSS
472
star
24

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.
Jupyter Notebook
425
star
25

deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends
Jupyter Notebook
422
star
26

covid-sanity

Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19
Python
351
star
27

find-birds

Find people you should follow on Twitter based on who the people you follow follow
Python
305
star
28

forestjs

Random Forest implementation for JavaScript. Supports arbitrary weak learners. Includes interactive demo.
JavaScript
284
star
29

researchlei

An Academic Papers Management and Discovery System
Python
194
star
30

Random-Forest-Matlab

A Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.
MATLAB
172
star
31

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
167
star
32

nipspreview

Scripts that generate .html to more easily see NIPS papers
Python
147
star
33

ttmik

Talk to me in Korean Anki cards and related scripts
Python
103
star
34

tf-agent

tensorflow reinforcement learning agents for OpenAI gym environments
Python
99
star
35

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.
HTML
85
star
36

EigenLibSVM

A wrapper for LibSVM that lets you train SVM's directly on Eigen library matrices in C++
C++
74
star
37

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++
52
star
38

twoolpy

useful scripts to work with Twitter + Python. Requires the tweepy library.
Python
50
star
39

notpygamejs

Game making library for using Canvas element
JavaScript
41
star
40

scholaroctopus

A set of tools/pages that help explore academic literature
33
star
41

karpathy

root repo
19
star