nottombrown

rl-teacher

Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback

imagenet-stubs

A teeny tiny set of ImageNet-like images for testing pipelines

examples

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

robustness

Corruption and Perturbation Robustness

unrestricted-adversarial-examples

Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge

ai-and-efficiency

Submissions for AI and Efficiency SOTA's

robust-features-code

Code for "There Is No Free Lunch In Adversarial Robustness (But There Are Unexpected Benefits)"

triton

Development repository for the Triton language and compiler

vision

Datasets, Transforms and Models specific to Computer Vision

worldmodels.github.io

World Models

2048

ai-safety-gridworlds

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

baselines-results

cifar10-blobs

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cloud-berg

densenet

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

hotpot

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

models

Models built with TensorFlow

parallel-trpo

A parallel version of Trust Region Policy Optimization

pwny

pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

tensorvault

tf-graph-tricks

trpo

watchdog

Python library and shell utilities to monitor filesystem events.

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.