I like deep neural nets.
karpathy Goto Github PK
Name: Andrej
Type: User
Bio: I like to train Deep Neural Nets on large datasets.
Location: Stanford
Andrej's Projects
paper-notes
Random notes on papers, likely a short-term repo.
pytorch-made
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
random-forest-matlab
A Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.
randomfun
Notebooks and various random fun
recurrentjs
Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.
reinforcejs
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
researchlei
An Academic Papers Management and Discovery System
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.
scholaroctopus
A set of tools/pages that help explore academic literature
scriptsbots
ScriptBots is an Open Source Evolutionary Artificial Life Simulation of Predator-Prey dynamics, written by Andrej Karpathy.
simple-amt
A microframework for working with Amazon's Mechanical Turk
sqlitedict
Persistent dict, backed by sqlite3 and pickle, multithread-safe.
svmjs
Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo
tf-agent
tensorflow reinforcement learning agents for OpenAI gym environments
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tsnejs
Implementation of t-SNE visualization algorithm in Javascript.
ttmik
Talk to me in Korean Anki cards and related scripts
twoolpy
useful scripts to work with Twitter + Python. Requires the tweepy library.
ulogme
Automatically collect and visualize usage statistics in Ubuntu/OSX environments.
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