karpathy
I like to train Deep Neural Nets on large datasets.
Repositories
Select a repository to view its commits, contributors, and more.pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
karpathy.github.io
my blog
paper-notes
Random notes on papers, likely a short-term repo.
svmjs
Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo
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.
deep-vector-quantization
VQVAEs, GumbelSoftmaxes and friends
pytorch-made
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
covid-sanity
Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19
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.
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.
researchlei
An Academic Papers Management and Discovery System