nanoGPTThe simplest, fastest repository for training/finetuning medium-sized GPTs.
minGPTA minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
char-rnnMulti-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
nn-zero-to-heroNeural Networks: Zero to Hero
microgradA tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
neuraltalk2Efficient Image Captioning code in Torch, runs on GPU
neuraltalkNeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
arxiv-sanity-preserverWeb interface for browsing, search and filtering recent arxiv submissions
makemoreAn autoregressive character-level language model for making more things
cryptosPure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
randomfunNotebooks and various random fun
ulogmeAutomatically collect and visualize usage statistics in Ubuntu/OSX environments.
arxiv-sanity-litearxiv-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.
pytorch-normalizing-flowsNormalizing flows in PyTorch. Current intended use is education not production.
paper-notesRandom notes on papers, likely a short-term repo.
pytorch-madeMADE (Masked Autoencoder Density Estimation) implementation in PyTorch
lecun1989-reproReproducing 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.
deep-vector-quantizationVQVAEs, GumbelSoftmaxes and friends
covid-sanityAspires to help the influx of bioRxiv / medRxiv papers on COVID-19
find-birdsFind people you should follow on Twitter based on who the people you follow follow
researchleiAn Academic Papers Management and Discovery System
Random-Forest-MatlabA Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.
researchpoolerAutomating 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.
nipspreviewScripts that generate .html to more easily see NIPS papers
ttmikTalk to me in Korean Anki cards and related scripts
tf-agenttensorflow reinforcement learning agents for OpenAI gym environments
gitstatsA 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.
EigenLibSVMA wrapper for LibSVM that lets you train SVM's directly on Eigen library matrices in C++
MatlabWrapperC++ 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.
twoolpyuseful scripts to work with Twitter + Python. Requires the tweepy library.
notpygamejsGame making library for using Canvas element
scholaroctopusA set of tools/pages that help explore academic literature