Grok open release

👥 A bash-tool to store your private data inside a git repository.

maximal update parametrization (µP)

Structured state space sequence models

A port of muP to JAX/Haiku

User-friendly secure computation engine based on secure multi-party computation

functorch is JAX-like composable function transforms for PyTorch.

End to end demo of 3db

A framework for analyzing computer vision models with simulated data

Official repository for our NeurIPS 2021 paper "Unadversarial Examples: Designing Objects for Robust Vision"

🎬 ScreenToGif allows you to record a selected area of your screen, edit and save it as a gif or video.

Fast and Easy Infinite Neural Networks in Python

Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"

Implementations of several fast approximate algorithms for geometric optimal transport (OT)

Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube