Aravind Srinivas

Starred by

Jaret Burkett(Founder of Ostris),

Mckay Wrigley(Founder of Takeoff AI), and

4 more.

latent-diffusion by CompVis

Image synthesis research paper using latent diffusion models

13k

created 3 years ago

Starred by

Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google),

Georgios Konstantopoulos(CTO, General Partner at Paradigm), and

6 more.

xg2xg by jhuangtw

Lookup table for tech/services, by ex-Googlers

15k

updated 2 months ago

Starred by

Georgios Konstantopoulos(CTO, General Partner at Paradigm),

Travis Fischer(Founder of Agentic), and

7 more.

composer by mosaicml

DL framework for training at scale, optimized for large-scale clusters

created 3 years ago

updated 4 days ago

Starred by

Zhuohan Li(Author of vLLM),

Simon Willison(Author of Django), and

8 more.

lm-evaluation-harness by EleutherAI

0.7%

10k

Framework for few-shot language model evaluation

Vim plugin for AI-powered code completion

updated 17 hours ago

vim_codex by tom-doerr

273

created 3 years ago

Local VQGAN+CLIP tool for text-to-image generation

Starred by

Elie Bursztein(Cybersecurity Lead at Google DeepMind).

VQGAN-CLIP by nerdyrodent

Starred by

Eugene Yan(AI Scientist at AWS) and

Chenlin Meng(Cofounder of Pika).

lm-human-preferences by openai

Code for fine-tuning language models using human preferences

Starred by

Jeff Hammerbacher(Cofounder of Cloudera) and

Chenlin Meng(Cofounder of Pika).

decision-transformer by kzl

RL via sequence modeling research paper

Starred by

Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers),

Bojan Tunguz(AI Scientist; Formerly at NVIDIA), and

2 more.

guided-diffusion by openai

Image synthesis codebase for diffusion models

Starred by

Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake),

Eugene Yan(AI Scientist at AWS), and

11 more.

DeepSpeed by deepspeedai

Deep learning optimization library for distributed training and inference

40k

Video generation research paper using VQ-VAE and Transformers

updated 21 hours ago

Starred by

Chenlin Meng(Cofounder of Pika).

VideoGPT by wilson1yan

updated 10 months ago

Starred by

Chenlin Meng(Cofounder of Pika) and

Andreas Jansson(Cofounder of Replicate).

DALL-E by openai

PyTorch package for DALL-E's discrete VAE

11k

Starred by

Jeremy Howard(Cofounder of fast.ai) and

Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers).

improved-diffusion by openai

Image diffusion codebase for research

GPT-3 demos and articles collection

Starred by

Taranjeet Singh(Cofounder of Mem0) and

Tim Suchanek(Founder of expand.ai).

awesome-gpt3 by elyase

Starred by

François Chollet(Author of Keras),

Omar Sanseviero(DevRel at Google DeepMind), and

20 more.

spaCy by explosion

NLP library for production applications

32k

created 11 years ago

updated 2 months ago

Starred by

Travis Fischer(Founder of Agentic),

Matt Holt(Author of Caddy), and

11 more.

CLIP by openai

Image-text matching model for zero-shot prediction

30k

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

Paige Bailey(DevRel Lead at Google DeepMind), and

2 more.

awesome-jax by n2cholas

Curated list of JAX resources for high-performance ML research

updated 5 months ago

Starred by

Thomas Wolf(Cofounder of Hugging Face).

ml-hypersim by apple

Synthetic dataset for holistic indoor scene understanding research

updated 1 week ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Chenlin Meng(Cofounder of Pika), and

5 more.

pytorch3d by facebookresearch

PyTorch3D is a PyTorch library for 3D deep learning research

Research paper implementation for very deep VAE models

updated 1 week ago

Starred by

Chenlin Meng(Cofounder of Pika) and

Alexander Wettig(Author of SWE-bench, SWE-agent).

vdvae by openai

446

Starred by

Georgios Konstantopoulos(CTO, General Partner at Paradigm),

Lianmin Zheng(Author of SGLang), and

3 more.

vision_transformer by google-research

Vision Transformer and MLP-Mixer models in JAX/Flax

Python framework for integrating Blender into PyTorch

updated 4 months ago

pytorch-blender by cheind

585

Starred by

Deshraj Yadav(Cofounder of Mem0),

Andrey Vasnetsov(Cofounder of Qdrant), and

1 more.

Production-Level-Deep-Learning by alirezadir

Guideline for production-level deep learning systems

ML model implementations from scratch, focused on accessibility

updated 1 month ago

Starred by

shadcn(Author of shadcn/ui),

Boris Cherny(Creator of Claude Code; MTS at Anthropic), and

11 more.

ML-From-Scratch by eriklindernoren

0.4%

27k

Starred by

Eugene Yan(AI Scientist at AWS),

Jeff Hammerbacher(Cofounder of Cloudera), and

1 more.

summarize-from-feedback by openai

Code and data for summarization research

Starred by

Nat Friedman(Former CEO of GitHub),

George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai), and

18 more.

minGPT by karpathy

Minimal PyTorch re-implementation for GPT training and inference

22k

updated 11 months ago

Starred by

Chenlin Meng(Cofounder of Pika).

pfrl by pfnet

PyTorch library for deep reinforcement learning research

Web app for quick GPT-3 demo prototyping

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems) and

Taranjeet Singh(Cofounder of Mem0).

gpt3-sandbox by shreyashankar

Image generation research paper, code, and models

Starred by

Steve Sewell(Founder of Builder.io),

Chenlin Meng(Cofounder of Pika), and

2 more.

image-gpt by openai

Starred by

Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley),

Kent Dodds(Cofounder of Remix), and

7 more.

gpt-3 by openai

Research paper on large language model few-shot learning

Starred by

Dan Abramov(Core Contributor to React),

Lewis Tunstall(Researcher at Hugging Face), and

2 more.

jukebox by openai

Generative model for music research paper

Benchmark for cross-lingual generalization evaluation of multilingual models

Starred by

Omar Sanseviero(DevRel at Google DeepMind).

xtreme by google-research

645

Starred by

John Yang(Author of SWE-bench, SWE-agent) and

Chenlin Meng(Cofounder of Pika).

awesome-multimodal-ml by pliang279

Curated reading list for multimodal ML research

ALBERT is a "lite" BERT research paper for self-supervised language representation learning

updated 11 months ago

albert by google-research

PyTorch code for cross-modality representation learning via Transformers

Starred by

Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley) and

Thomas Wolf(Cofounder of Hugging Face).

lxmert by airsplay

958

Starred by

Georgios Konstantopoulos(CTO, General Partner at Paradigm),

Travis Fischer(Founder of Agentic), and

6 more.

wandb by wandb

AI developer platform for model training, fine-tuning, and management

10k

updated 12 hours ago

Starred by

Travis Fischer(Founder of Agentic),

Wes McKinney(Author of Pandas), and

8 more.

tvm by apache

Compiler stack for deep learning systems

updated 14 hours ago

Starred by

Woosuk Kwon(Author of vLLM),

Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley), and

9 more.

xla by pytorch

PyTorch on XLA devices

updated 19 hours ago

RLBench by stepjam

Robot learning benchmark for vision-guided manipulation research

updated 6 months ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera) and

Thomas Wolf(Cofounder of Hugging Face).

numpy-ml by ddbourgin

ML algorithms implemented in NumPy

SKU110K_CVPR19 by eg4000

Object detector research paper for densely packed scenes

810

Starred by

Chenlin Meng(Cofounder of Pika),

Tom Brown(Cofounder of Anthropic), and

2 more.

sparse_attention by openai

Sparse attention primitives for research

Language model probe for factual/commonsense knowledge analysis (research paper)

Starred by

Jeff Hammerbacher(Cofounder of Cloudera) and

Andrey Vasnetsov(Cofounder of Qdrant).

LAMA by facebookresearch

TensorFlow code for curiosity-driven RL research paper

Starred by

Thomas Wolf(Cofounder of Hugging Face).

large-scale-curiosity by openai

820

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

Deshraj Yadav(Cofounder of Mem0), and

8 more.

apex by NVIDIA

PyTorch extension for streamlined mixed precision & distributed training

updated 3 days ago

Starred by

Ives van Hoorne(Cofounder of CodeSandbox).

TopDeepLearning by aymericdamien

Deep learning project list, ranked by stars

PyTorch code for BigGAN image synthesis research paper

Starred by

Wei-Lin Chiang(Cofounder of LMArena),

Thomas Wolf(Cofounder of Hugging Face), and

1 more.

BigGAN-PyTorch by ajbrock

Starred by

Elie Bursztein(Cybersecurity Lead at Google DeepMind).

keras-resources by fchollet

Keras resources directory for deep learning tutorials and code

Street navigation environment for agent training, based on Street View images

streetlearn by google-deepmind

310

Starred by

Tom Brown(Cofounder of Anthropic).

WorldModelsExperiments by hardmaru

RL research paper reproduction

652

AI art resources list: courses, tools, libraries, people

Starred by

Shawn Wang(Editor of Latent Space).

ai4artists by jonathandinu

357

Starred by

Simon Willison(Author of Django),

Bojan Tunguz(AI Scientist; Formerly at NVIDIA), and

9 more.

gpt-2 by openai

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

24k

updated 11 months ago

Starred by

Wes McKinney(Author of Pandas),

Wei-Lin Chiang(Cofounder of LMArena), and

9 more.

ludwig by ludwig-ai

Low-code framework for custom AI models (LLMs, neural networks)

PyTorch code for cross-lingual language model pretraining (XLM/XLM-R)

updated 4 days ago

Starred by

Tom Brown(Cofounder of Anthropic),

Guillaume Lample(Cofounder of Mistral), and

4 more.

XLM by facebookresearch

RL research platform for Hanabi experiments

Starred by

Amanpreet Singh(Cofounder of Contextual AI).

hanabi-learning-environment by google-deepmind

655

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Tim J. Baek(Founder of Open WebUI), and

17 more.

fairseq by facebookresearch

Sequence modeling toolkit for translation, language modeling, and text generation research

32k

updated 1 month ago

Starred by

Amanpreet Singh(Cofounder of Contextual AI).

obstacle-tower-env by Unity-Technologies

Procedural environment for reinforcement learning research

548

TensorFlow course materials as Jupyter Notebooks

Starred by

Sourabh Bajaj(Cofounder of Uplimit).

CADL by pkmital

Starred by

Andrew Trask(AI Researcher at Google DeepMind).

Grokking-Deep-Learning by iamtrask

Code examples for a deep learning textbook

WaveNet vocoder for high-quality raw speech sample generation

wavenet_vocoder by r9y9

PyTorch guide with notes on usage, best practices, and debugging

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

Eugene Yan(AI Scientist at AWS), and

4 more.

grokking-pytorch by Kaixhin

Deep reinforcement learning algorithms in Python, Keras-integrated

Starred by

François Chollet(Author of Keras),

Lysandre Debut(Chief Open-Source Officer at Hugging Face), and

2 more.

keras-rl by keras-rl

Gym environment for Sokoban puzzles, suitable for RL research

Starred by

Michael Truell(Cofounder of Cursor).

gym-sokoban by mpSchrader

377

Evaluation benchmark suite for semi-supervised learning algorithms

realistic-ssl-evaluation by brain-research

460

RL research environment and training script

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Hiroshi Shibata(Core Contributor to Ruby), and

21 more.

faiss by facebookresearch

coinrun by openai

398

Starred by

Jerry Tworek(VP of Research at OpenAI).

random-network-distillation by openai

907

RL research paper code

Deep RL framework for StarCraft II tasks (Gym, Atari, MuJoCo also supported)

Starred by

Amanpreet Singh(Cofounder of Contextual AI) and

Jerry Liu(Cofounder of LlamaIndex).

reaver by inoryy

559

Starred by

Andrey Vasnetsov(Cofounder of Qdrant),

Tom Brown(Cofounder of Anthropic), and

1 more.

finetune-transformer-lm by openai

Code for generative pre-training research paper

Data & visualizations for ICLR 2019 OpenReview data, a research paper

ICLR2019-OpenReviewData by shaohua0116

387

Starred by

Lewis Tunstall(Researcher at Hugging Face),

Hiroshi Shibata(Core Contributor to Ruby), and

10 more.

bert by google-research

TensorFlow code and pre-trained models for BERT

39k

Starred by

Thomas Wolf(Cofounder of Hugging Face).

babyai by mila-iqia

Platform for grounded language learning research

736

RL environments for HTML5 games

Starred by

Ben Mann(Cofounder of Anthropic),

Deshraj Yadav(Cofounder of Mem0), and

2 more.

muniverse by unixpickle

365

High-fidelity simulator for reinforcement learning and robotics research

Starred by

Amanpreet Singh(Cofounder of Contextual AI).

holodeck by BYU-PCCL

589

Starred by

Zhiqiang Xie(Author of SGLang),

John Yang(Author of SWE-bench, SWE-agent), and

6 more.

awesome-courses by prakhar1989

Awesome CS courses with free online materials

62k

created 10 years ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Eugene Yan(AI Scientist at AWS), and

7 more.

higgsfield by higgsfield-ai

ML framework for large model training and GPU orchestration

Starred by

Tim J. Baek(Founder of Open WebUI) and

Tom Brown(Cofounder of Anthropic).

quickdraw-dataset by googlecreativelab

Dataset of 50M drawings across 345 categories from the "Quick, Draw!" game

updated 4 months ago

Starred by

Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake),

Andrey Vasnetsov(Cofounder of Qdrant), and

1 more.

Awesome-pytorch-list by bharathgs

Curated list of PyTorch content on GitHub

Starred by

Nathan Lambert(AI Researcher at AI2),

Jerry Tworek(VP of Research at OpenAI), and

1 more.

rlkit by rail-berkeley

RL algorithm collection implemented in PyTorch

Starred by

Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers),

Luca Antiga(CTO of Lightning AI), and

1 more.

tacotron2 by NVIDIA

PyTorch implementation for text-to-speech synthesis

Starred by

Deshraj Yadav(Cofounder of Mem0),

Amanpreet Singh(Cofounder of Contextual AI), and

1 more.

retro by openai

RL environment for classic video games

Starred by

Thomas Wolf(Cofounder of Hugging Face) and

Deshraj Yadav(Cofounder of Mem0).

supervised-reptile by openai

Meta-learning code for Omniglot and Mini-ImageNet image datasets

Starred by

Chenlin Meng(Cofounder of Pika) and

Lianmin Zheng(Author of SGLang).

MARL-Papers by LantaoYu

Paper list for multi-agent reinforcement learning (MARL)

Neuroevolution algorithms for reinforcement learning research

updated 2 months ago

deep-neuroevolution by uber-research

TensorFlow ops/GPU kernels for block-sparse matrix multiplication and convolution

Starred by

Georgios Konstantopoulos(CTO, General Partner at Paradigm),

Justin Johnson(Professor at UMichigan), and

2 more.

blocksparse by openai

PixelCNN++ speedup via caching for real-time image generation

Starred by

Deshraj Yadav(Cofounder of Mem0).

fast-pixel-cnn by PrajitR

479

updated 8 years ago

Starred by

François Chollet(Author of Keras),

Travis Fischer(Founder of Agentic), and

10 more.

horovod by horovod

Distributed training framework for TF, Keras, PyTorch, and MXNet

15k

Evolution Strategies tool for reinforcement learning research

updated 1 day ago

Starred by

Tom Brown(Cofounder of Anthropic).

estool by hardmaru

951

sac by haarnoja

Deep RL framework for maximum entropy policies in continuous domains (ICML 2018 paper)

Research paper code for meta-learning shared hierarchies

mlsh by openai

615

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Jeff Hammerbacher(Cofounder of Cloudera), and

10 more.

tensor2tensor by tensorflow

Deprecated library for deep learning models/datasets, successor to Trax

Starred by

Amanpreet Singh(Cofounder of Contextual AI),

Anton Osika(Cofounder of Lovable), and

1 more.

multiagent-particle-envs by openai

Multi-agent environment for actor-critic research

Code for research paper on meta-learning in competitive environments

robosumo by openai

306

Environments for multi-agent competition research paper

multiagent-competition by openai

818

TensorFlow code for Input Convex Neural Networks research paper

icnn by locuslab

295

Deep RL library for algorithm experimentation

Starred by

John Schulman(Cofounder of Thinking Machines Lab).

chainerrl by chainer

TensorFlow infrastructure for batched reinforcement learning

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Thang Luong(Research Scientist at Google DeepMind), and

2 more.

batch-ppo by google-research

968

TensorFlow/Keras implementation of async RL research paper

Starred by

François Chollet(Author of Keras).

async-rl by coreylynch

updated 7 years ago

Starred by

Guillaume Lample(Cofounder of Mistral),

Luca Antiga(CTO of Lightning AI), and

1 more.

pytorch-a3c by ikostrikov

PyTorch implementation of A3C reinforcement learning algorithm

Language model code for generating reviews and discovering sentiment

Starred by

Zhuohan Li(Author of vLLM),

Andrew Trask(AI Researcher at Google DeepMind), and

2 more.

generating-reviews-discovering-sentiment by openai

RL from human preferences via a webapp for feedback collection

Starred by

Ben Mann(Cofounder of Anthropic) and

Tom Brown(Cofounder of Anthropic).

rl-teacher by nottombrown

562

Starred by

Tom Brown(Cofounder of Anthropic).

vime by openai

346

RL research paper code

Starred by

Peter Norvig(Author of Artificial Intelligence: A Modern Approach; Research Director at Google),

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n), and

44 more.

tensorflow by tensorflow

191k

Open-source ML framework

updated 9 hours ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Elie Bursztein(Cybersecurity Lead at Google DeepMind), and

8 more.

ganhacks by soumith

GAN training tips and tricks

Research paper implementation for interpretable representation learning via InfoGAN

Starred by

Luke Metz(AI Researcher at Thinking Machines Lab) and

Tom Brown(Cofounder of Anthropic).

InfoGAN by openai

Example code for weight normalization research paper

Starred by

Tom Brown(Cofounder of Anthropic).

weightnorm by openai

364

Research paper code for distributed evolution strategies

Starred by

Wei-Lin Chiang(Cofounder of LMArena).

evolution-strategies-starter by openai

Starred by

Ross Taylor(Cofounder of General Reasoning; Creator of Papers with Code),

Thomas Wolf(Cofounder of Hugging Face), and

2 more.

pixel-cnn by openai

TensorFlow implementation for PixelCNN++ research paper

Imitation learning research paper code

Starred by

Tom Brown(Cofounder of Anthropic).

imitation by openai

714

GAN training code for research paper replication

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Boris Cherny(Creator of Claude Code; MTS at Anthropic), and

3 more.

improved-gan by openai

Code for reproducing research paper results

Starred by

John Schulman(Cofounder of Thinking Machines Lab),

Tom Brown(Cofounder of Anthropic), and

1 more.

iaf by openai

522

Starter agent for solving Universe environments using A3C

Starred by

Amanpreet Singh(Cofounder of Contextual AI),

Wei-Lin Chiang(Cofounder of LMArena), and

1 more.

universe-starter-agent by openai

Deprecated Python package for Atari 2600 environment access

updated 7 years ago

Starred by

Simon Willison(Author of Django).

atari-py by openai

0.5%

384

Starred by

François Chollet(Author of Keras),

Boris Cherny(Creator of Claude Code; MTS at Anthropic), and

15 more.

gym by openai

RL toolkit for reinforcement learning algorithm development

36k

updated 9 months ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Amanpreet Singh(Cofounder of Contextual AI), and

7 more.

baselines by openai

RL algorithm implementations for research

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Tom Brown(Cofounder of Anthropic), and

4 more.

mujoco-py by openai

Python bindings for MuJoCo physics engine

Deprecated robot simulation software integrated with OpenAI Gym

Starred by

Michael Truell(Cofounder of Cursor),

Boris Cherny(Creator of Claude Code; MTS at Anthropic), and

3 more.

roboschool by openai

Starred by

Greg Brockman(Cofounder of OpenAI),

Amanpreet Singh(Cofounder of Contextual AI), and

4 more.

rllab by rll

Framework for reinforcement learning algorithm development and evaluation

Meta-learning code for RL experiments

maml_rl by cbfinn

0.5%

647