karpathy

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

reinforcejs

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

recurrentjs

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

tsnejs

Implementation of t-SNE visualization algorithm in Javascript.

pytorch-normalizing-flows

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

paper-notes

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

svmjs

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

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

find-birds

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

forestjs

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

researchlei

An Academic Papers Management and Discovery System

Random-Forest-Matlab

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

nipspreview

Scripts that generate .html to more easily see NIPS papers

scriptsbots

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

tf-agent

tensorflow reinforcement learning agents for OpenAI gym environments

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.

examples

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

EigenLibSVM

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

lifejs

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

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.

twoolpy

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

scholaroctopus

A set of tools/pages that help explore academic literature

nn

sqlitedict

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

simple-amt

A microframework for working with Amazon's Mechanical Turk