OpenAI

gpt-3

GPT-3: Language Models are Few-Shot Learners

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

finetune-transformer-lm

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

pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

kubernetes-ec2-autoscaler

A batch-optimized scaling manager for Kubernetes

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

imitation

Code for the paper "Generative Adversarial Imitation Learning"

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

weightnorm

Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"

vime

Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"

CLIP-featurevis

code for reproducing some of the diagrams in the paper "Multimodal Neurons in Artificial Neural Networks"

EPG

Code for the paper "Evolved Policy Gradients"

atari-reset

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

spinningup-workshop

For educational materials related to the spinning up workshops.

neural-gpu

Code for the Neural GPU model originally described in "Neural GPUs Learn Algorithms"

retro-baselines

Publicly releasable baselines for the Retro contest

baselines-results

ml-agents

Unity Machine Learning Agents Toolkit

ot-gan

Code for the paper "Improving GANs Using Optimal Transport"

ai-and-efficiency

Submissions for AI and Efficiency SOTA's

lucid

A collection of infrastructure and tools for research in neural network interpretability.

signup-forms

Code for the paper "World of Bits: An Open-Domain Platform for Web-Based Agents"

atari-demo

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

assign-one-project-github-action

Automatically add an issue or pull request to specific GitHub Project when you create them.

gen

Common generator scripts for all client libraries

monorepo-diff-buildkite-plugin

Run separate pipelines for each folder in your monorepo

lustre