karpathy/randomfun

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Rank 46,003 (Top 1.0 %)
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Jupyter Notebook
Created over 9 years ago
Updated over 1 year ago

karpathy

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Notebooks and various random fun

Random fun

Repo for random scripts and notebooks.

License

BSD.

nanoGPT

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

Python

22,607

minGPT

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

Python

15,735

char-rnn

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

Lua

11,228

convnetjs

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

JavaScript

10,642

nn-zero-to-hero

Neural Networks: Zero to Hero

Jupyter Notebook

8,476

micrograd

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

Jupyter Notebook

5,613

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

Jupyter Notebook

5,426

neuraltalk

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

Python

5,352

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

ng-video-lecture

reinforcejs

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

HTML

1,273

makemore

An autoregressive character-level language model for making more things

Python

1,217

cryptos

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

Jupyter Notebook

1,142

ulogme

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

Python

941

recurrentjs

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

HTML

918

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

tsnejs

Implementation of t-SNE visualization algorithm in Javascript.

JavaScript

815

pytorch-normalizing-flows

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

Jupyter Notebook

790

paper-notes

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

660

svmjs

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

JavaScript

636

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

karpathy.github.io

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

deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends

Jupyter Notebook

422

covid-sanity

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

Python

351

find-birds

Find people you should follow on Twitter based on who the people you follow follow

Python

305

forestjs

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

JavaScript

284

researchlei

An Academic Papers Management and Discovery System

Python

194

Random-Forest-Matlab

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

MATLAB

172

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

nipspreview

Scripts that generate .html to more easily see NIPS papers

Python

147

ttmik

Talk to me in Korean Anki cards and related scripts

Python

103

tf-agent

tensorflow reinforcement learning agents for OpenAI gym environments

Python

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

EigenLibSVM

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

C++

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++

twoolpy

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

Python

notpygamejs

Game making library for using Canvas element

JavaScript

scholaroctopus

A set of tools/pages that help explore academic literature

karpathy

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karpathy/randomfun

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