Explore @openai Open Source projects

openai

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364,050
Global Org. Rank 13 (Top 0.01 %)
Registered about 8 years ago
Most used languages

Python
70.7 %

Jupyter Notebook
5.2 %

C++
4.3 %

JavaScript
4.3 %

TypeScript
2.6 %

C
2.6 %

CSS
1.7 %

Others 9.0 %

openai-cookbook

Examples and guides for using the OpenAI API

Jupyter Notebook

48,811

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

Python

43,632

gym

A toolkit for developing and comparing reinforcement learning algorithms.

Python

33,074

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

Python

20,056

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

Python

19,312

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Jupyter Notebook

17,277

gpt-3

GPT-3: Language Models are Few-Shot Learners

15,392

openai-python

The official Python library for the OpenAI API

Python

14,987

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Python

14,717

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Python

12,439

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

Python

10,428

shap-e

Generate 3D objects conditioned on text or images

Python

10,285

triton

Development repository for the Triton language and compiler

C++

8,978

spinningup

An educational resource to help anyone learn deep reinforcement learning.

Python

8,587

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Python

7,439

universe

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

Python

7,385

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

Python

7,063

point-e

Point cloud diffusion for 3D model synthesis

Python

5,777

consistency_models

Official repo for consistency models.

Python

5,387

openai-node

The official Node.js / Typescript library for the OpenAI API

guided-diffusion

plugins-quickstart

Get a ChatGPT plugin up and running in under 5 minutes!

Python

3,704

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

retro

glow

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

Python

3,016

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

Cython

2,586

openai-quickstart-node

Node.js example app from the OpenAI API quickstart tutorial

JavaScript

2,389

improved-gan

Code for the paper "Improved Techniques for Training GANs"

Python

2,218

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

Python

2,102

roboschool

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

image-gpt

finetune-transformer-lm

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

Python

1,929

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

Python

1,871

pixel-cnn

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

Python

1,856

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

Python

1,799

requests-for-research

A living collection of deep learning problems

HTML

1,625

gpt-discord-bot

Example Discord bot written in Python that uses the completions API to have conversations with the `text-davinci-003` model, and the moderations API to filter the messages.

Python

1,569

human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

Python

1,531

multi-agent-emergence-environments

Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

Python

1,526

openai-quickstart-python

Python example app from the OpenAI API quickstart tutorial

CSS

1,516

evolution-strategies-starter

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

Python

1,504

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

Python

1,491

neural-mmo

Code for the paper "Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents"

Python

1,463

sparse_attention

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

Python

1,347

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

Python

1,284

universe-starter-agent

A starter agent that can solve a number of universe environments.

Python

1,086

following-instructions-human-feedback

1,072

Video-Pre-Training

Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos

Python

1,068

dalle-2-preview

1,054

InfoGAN

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

Python

1,029

supervised-reptile

Code for the paper "On First-Order Meta-Learning Algorithms"

JavaScript

955

prm800k

800,000 step-level correctness labels on LLM solutions to MATH problems

Python

951

blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

Cuda

941

procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

C++

925

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

Python

887

kubernetes-ec2-autoscaler

A batch-optimized scaling manager for Kubernetes

Python

849

summarize-from-feedback

Code for "Learning to summarize from human feedback"

Python

833

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

Python

828

large-scale-curiosity

Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

Python

793

multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition"

Python

761

automated-interpretability

Python

743

imitation

Code for the paper "Generative Adversarial Imitation Learning"

Python

643

deeptype

Code for the paper "DeepType: Multilingual Entity Linking by Neural Type System Evolution"

Python

633

mlsh

Code for the paper "Meta-Learning Shared Hierarchies"

grade-school-math

openai-openapi

OpenAPI specification for the OpenAI API

543

iaf

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

Python

499

mujoco-worldgen

Automatic object XML generation for Mujoco

Python

457

safety-gym

Tools for accelerating safe exploration research.

Python

421

vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

Python

407

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

C++

364

weightnorm

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

Python

357

atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

C++

354

robogym

Robotics Gym Environments

Python

349

openai-gemm

Open single and half precision gemm implementations

335

vime

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

Python

331

safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

Python

312

ebm_code_release

Code for Implicit Generation and Generalization with Energy Based Models

Python

311

CLIP-featurevis

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

gym-soccer

gym-http-api

API to access OpenAI Gym from other languages via HTTP

Python

288

robosumo

Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments"

Python

283

EPG

Code for the paper "Evolved Policy Gradients"

Python

240

orrb

Code for the paper "OpenAI Remote Rendering Backend"

235

phasic-policy-gradient

Code for the paper "Phasic Policy Gradient"

Python

233

miniF2F

Formal to Formal Mathematics Benchmark

Objective-C++

202

atari-reset

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

Python

183

spinningup-workshop

For educational materials related to the spinning up workshops.

TeX

181

train-procgen

Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"

Python

162

dallify-discord-bot

Example code for using OpenAI’s NodeJS SDK with discord.js SDK to create a Discord Bot that uses Slash Commands.

TypeScript

139

gym3

Vectorized interface for reinforcement learning environments

Python

136

retro-baselines

Publicly releasable baselines for the Retro contest

lean-gym

neural-gpu

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

baselines-results

go-vncdriver

human-eval-infilling

Code for the paper "Efficient Training of Language Models to Fill in the Middle"

Python

113

tabulate

public release of Excel / OpenAI API integration

JavaScript

112

distribution_augmentation

Code for the paper, "Distribution Augmentation for Generative Modeling", ICML 2020.

Python

108

100

consistency_models_cifar10

Consistency models trained on CIFAR-10, in JAX.

Jupyter Notebook

106

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