Aravind Srinivas

Cofounder of Perplexity

Starred Projects (121)

natbot by nat

Browser automation via GPT-3

cournape:

vincentweisser:

mholt:

marcklingen:

Created 3 years ago

Updated 1 year ago

latent-diffusion by CompVis

Image synthesis research paper using latent diffusion models

codekansas:

jaretburkett:

jinze1994:

mckaywrigley:

Created 4 years ago

Updated 2 years ago

xg2xg by jhuangtw

Lookup table for tech/services, by ex-Googlers

norvig:

ericjang:

tgaddair:

gakonst:

Created 10 years ago

Updated 1 month ago

composer by mosaicml

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

eiso:

gakonst:

mlabonne:

jn2clark:

Created 4 years ago

Updated 3 months ago

lm-evaluation-harness by EleutherAI

Framework for few-shot language model evaluation

zjasper666:

zhuohan123:

shizhediao:

simonw:

Created 5 years ago

Updated 1 day ago

vim_codex by tom-doerr

Vim plugin for AI-powered code completion

sirupsen:

Created 4 years ago

Updated 1 year ago

VQGAN-CLIP by nerdyrodent

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

shyamal-anadkat:

stellaathena:

rromb:

ebursztein:

Created 4 years ago

Updated 3 years ago

lm-human-preferences by openai

Code for fine-tuning language models using human preferences

eugeneyan:

Edward-Sun:

chenlin9:

shizhediao:

Created 6 years ago

Updated 2 years ago

decision-transformer by kzl

RL via sequence modeling research paper

hammer:

chenlin9:

jiamings:

rwightman:

Created 4 years ago

Updated 1 year ago

guided-diffusion by openai

Image synthesis codebase for diffusion models

JustinLin610:

rromb:

patrickvonplaten:

shizhediao:

Created 4 years ago

Updated 1 year ago

DeepSpeed by deepspeedai

Deep learning optimization library for distributed training and inference

ValentaTomas:

winglian:

stas00:

eugeneyan:

Created 6 years ago

Updated 1 day ago

VideoGPT by wilson1yan

Video generation research paper using VQ-VAE and Transformers

chenlin9:

Created 4 years ago

Updated 1 year ago

DALL-E by openai

PyTorch package for DALL-E's discrete VAE

borzunov:

chenlin9:

andreasjansson:

omarsar:

Created 5 years ago

Updated 2 years ago

improved-diffusion by openai

Image diffusion codebase for research

jph00:

patrickvonplaten:

Created 5 years ago

Updated 1 year ago

awesome-gpt3 by elyase

GPT-3 demos and articles collection

taranjeet:

JohannesHa:

timsuchanek:

Created 5 years ago

Updated 2 years ago

spaCy by explosion

NLP library for production applications

fchollet:

nirga:

jn2clark:

thinkall:

Created 11 years ago

Updated 3 months ago

CLIP by openai

Image-text matching model for zero-shot prediction

transitive-bullshit:

Edward-Sun:

mholt:

mckaywrigley:

Created 5 years ago

Updated 1 week ago

awesome-jax by n2cholas

Curated list of JAX resources for high-performance ML research

hammer:

dynamicwebpaige:

patrickvonplaten:

mattjj:

Created 5 years ago

Updated 1 month ago

ml-hypersim by apple

Synthetic dataset for holistic indoor scene understanding research

thomwolf:

sxyu:

snavely:

gkioxari:

Created 5 years ago

Updated 1 month ago

pytorch3d by facebookresearch

PyTorch3D is a PyTorch library for 3D deep learning research

chiphuyen:

hiyouga:

gkioxari:

codekansas:

Created 6 years ago

Updated 2 days ago

vdvae by openai

Research paper implementation for very deep VAE models

chenlin9:

jn2clark:

CodeCreator:

Created 5 years ago

Updated 2 years ago

vision_transformer by google-research

Vision Transformer and MLP-Mixer models in JAX/Flax

gakonst:

jn2clark:

merrymercy:

chiphuyen:

Created 5 years ago

Updated 3 weeks ago

pytorch-blender by cheind

Python framework for integrating Blender into PyTorch

Created 7 years ago

Updated 2 years ago

Production-Level-Deep-Learning by alirezadir

Guideline for production-level deep learning systems

omarsar:

deshraj:

generall:

chiphuyen:

Created 6 years ago

Updated 8 months ago

ML-From-Scratch by eriklindernoren

ML model implementations from scratch, focused on accessibility

shadcn:

bcherny:

spartee:

lewtun:

Created 9 years ago

Updated 2 years ago

summarize-from-feedback by openai

Code and data for summarization research

eugeneyan:

hammer:

philschmid:

ethanjperez:

Created 5 years ago

Updated 2 years ago

minGPT by karpathy

Minimal PyTorch re-implementation for GPT training and inference

nat:

geohot:

lilianweng:

clmnt:

Created 5 years ago

Updated 1 year ago

pfrl by pfnet

PyTorch library for deep reinforcement learning research

chenlin9:

Created 5 years ago

Updated 2 months ago

gpt3-sandbox by shreyashankar

Web app for quick GPT-3 demo prototyping

chiphuyen:

taranjeet:

agermanidis:

ajayjain:

Created 5 years ago

Updated 2 years ago

image-gpt by openai

Image generation research paper, code, and models

steve8708:

chenlin9:

lewtun:

shizhediao:

Created 5 years ago

Updated 3 years ago

gpt-3 by openai

Research paper on large language model few-shot learning

shizhediao:

evhub:

Jiayi-Pan:

kentcdodds:

Created 5 years ago

Updated 5 years ago

jukebox by openai

Generative model for music research paper

gaearon:

lewtun:

schickling:

parasj:

Created 5 years ago

Updated 1 year ago

xtreme by google-research

Benchmark for cross-lingual generalization evaluation of multilingual models

osanseviero:

Created 5 years ago

Updated 3 years ago

awesome-multimodal-ml by pliang279

Curated reading list for multimodal ML research

john-b-yang:

chenlin9:

huybery:

jwyang:

Created 6 years ago

Updated 1 year ago

albert by google-research

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

parano:

forresti:

luiscape:

tholor:

Created 6 years ago

Updated 2 years ago

lxmert by airsplay

PyTorch code for cross-modality representation learning via Transformers

Jiayi-Pan:

thomwolf:

Created 6 years ago

Updated 3 years ago

text-to-text-transfer-transformer by google-research

Unified text-to-text transformer for NLP research

chiphuyen:

pgarbacki:

patrickvonplaten:

ogabrielluiz:

Created 6 years ago

Updated 1 month ago

wandb by wandb

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

gakonst:

transitive-bullshit:

ogabrielluiz:

albertfgu:

Created 9 years ago

Updated 19 hours ago

tvm by apache

Compiler stack for deep learning systems

transitive-bullshit:

guberti:

wesm:

WoosukKwon:

Created 9 years ago

Updated 20 hours ago

xla by pytorch

PyTorch on XLA devices

WoosukKwon:

Jiayi-Pan:

comaniac:

ankane:

Created 7 years ago

Updated 2 months ago

RLBench by stepjam

Robot learning benchmark for vision-guided manipulation research

pathak22:

Created 6 years ago

Updated 1 year ago

numpy-ml by ddbourgin

ML algorithms implemented in NumPy

thinkall:

parano:

evhub:

hammer:

Created 6 years ago

Updated 2 years ago

SKU110K_CVPR19 by eg4000

Object detector research paper for densely packed scenes

Created 7 years ago

Updated 2 years ago

sparse_attention by openai

Sparse attention primitives for research

chenlin9:

shizhediao:

nottombrown:

agermanidis:

Created 6 years ago

Updated 5 years ago

LAMA by facebookresearch

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

shizhediao:

hammer:

codekansas:

parano:

Created 7 years ago

Updated 1 year ago

large-scale-curiosity by openai

TensorFlow code for curiosity-driven RL research paper

thomwolf:

Created 7 years ago

Updated 4 years ago

apex by NVIDIA

PyTorch extension for streamlined mixed precision & distributed training

JohannesHa:

spartee:

tgaddair:

hammer:

Created 7 years ago

Updated 1 day ago

TopDeepLearning by aymericdamien

Deep learning project list, ranked by stars

parasj:

jasonwei20:

luiscape:

evhub:

Created 9 years ago

Updated 2 years ago

cloudml-samples by GoogleCloudPlatform

ML training and prediction samples for Google Cloud Platform

infwinston:

AntonOsika:

vnivargi:

Created 9 years ago

Updated 4 years ago

BigGAN-PyTorch by ajbrock

PyTorch code for BigGAN image synthesis research paper

jn2clark:

infwinston:

shizhediao:

jiamings:

Created 7 years ago

Updated 2 years ago

keras-resources by fchollet

Keras resources directory for deep learning tutorials and code

evhub:

ebursztein:

Created 9 years ago

Updated 2 years ago

streetlearn by google-deepmind

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

Created 7 years ago

Updated 5 years ago

WorldModelsExperiments by hardmaru

RL research paper reproduction

nottombrown:

Created 7 years ago

Updated 3 years ago

ai4artists by jonathandinu

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

swyxio:

cvalenzuela:

Created 7 years ago

Updated 1 year ago

gpt-2 by openai

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

simonw:

0hq:

shyamal-anadkat:

tunguz:

Created 7 years ago

Updated 1 year ago

ludwig by ludwig-ai

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

winglian:

w4nderlust:

wesm:

infwinston:

Created 7 years ago

Updated 1 day ago

XLM by facebookresearch

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

codekansas:

nottombrown:

trishume:

glample:

Created 7 years ago

Updated 3 years ago

hanabi-learning-environment by google-deepmind

RL research platform for Hanabi experiments

luiscape:

apsdehal:

Created 7 years ago

Updated 3 years ago

fairseq by facebookresearch

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

lilianweng:

tjbck:

pathak22:

eugeneyan:

Created 8 years ago

Updated 4 months ago

obstacle-tower-env by Unity-Technologies

Procedural environment for reinforcement learning research

apsdehal:

dannylange:

Created 7 years ago

Updated 5 years ago

Grokking-Deep-Learning by iamtrask

Code examples for a deep learning textbook

vincentweisser:

omarsar:

iamtrask:

Created 9 years ago

Updated 1 year ago

wavenet_vocoder by r9y9

WaveNet vocoder for high-quality raw speech sample generation

ajayjain:

jongwook:

Created 8 years ago

Updated 2 years ago

grokking-pytorch by Kaixhin

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

hammer:

eugeneyan:

iamtrask:

cournape:

Created 7 years ago

Updated 4 years ago

keras-rl by keras-rl

Deep reinforcement learning algorithms in Python, Keras-integrated

fchollet:

lysandrejik:

vincentweisser:

junxiaosong:

Created 9 years ago

Updated 2 years ago

gym-sokoban by mpSchrader

Gym environment for Sokoban puzzles, suitable for RL research

truell20:

Created 8 years ago

Updated 2 years ago

realistic-ssl-evaluation by brain-research

Evaluation benchmark suite for semi-supervised learning algorithms

zjasper666:

youkaichao:

Created 7 years ago

Updated 6 years ago

faiss by facebookresearch

Similarity search library for dense vectors

lilianweng:

hsbt:

khou22:

jmorganca:

Created 9 years ago

Updated 1 day ago

coinrun by openai

RL research environment and training script

evhub:

Created 7 years ago

Updated 2 years ago

random-network-distillation by openai

RL research paper code

evhub:

millionintegrals:

junxiaosong:

Created 7 years ago

Updated 5 years ago

reaver by inoryy

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

apsdehal:

ibab:

jerryjliu:

Created 8 years ago

Updated 5 years ago

finetune-transformer-lm by openai

Code for generative pre-training research paper

0hq:

shizhediao:

generall:

omarsar:

Created 7 years ago

Updated 7 years ago

ICLR2019-OpenReviewData by shaohua0116

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

hiyouga:

Created 7 years ago

Updated 6 years ago

bert by google-research

TensorFlow code and pre-trained models for BERT

pgarbacki:

jn2clark:

evhub:

lewtun:

Created 7 years ago

Updated 1 year ago

babyai by mila-iqia

Platform for grounded language learning research

thomwolf:

ethanjperez:

Created 7 years ago

Updated 2 years ago

muniverse by unixpickle

RL environments for HTML5 games

8enmann:

deshraj:

nottombrown:

pathak22:

Created 8 years ago

Updated 7 years ago

holodeck by BYU-PCCL

High-fidelity simulator for reinforcement learning and robotics research

apsdehal:

ogabrielluiz:

Created 9 years ago

Updated 4 years ago

awesome-courses by prakhar1989

Awesome CS courses with free online materials

xiezhq-hermann:

john-b-yang:

sb2nov:

infwinston:

Created 11 years ago

Updated 2 years ago

higgsfield by higgsfield-ai

ML framework for large model training and GPU orchestration

luiscape:

pgarbacki:

chiphuyen:

eugeneyan:

Created 7 years ago

Updated 1 year ago

quickdraw-dataset by googlecreativelab

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

vincentweisser:

khou22:

tjbck:

nottombrown:

Created 8 years ago

Updated 11 months ago

Awesome-pytorch-list by bharathgs

Curated list of PyTorch content on GitHub

spartee:

stas00:

huybery:

generall:

Created 9 years ago

Updated 3 weeks ago

rlkit by rail-berkeley

RL algorithm collection implemented in PyTorch

MishaLaskin:

natolambert:

millionintegrals:

jiamings:

Created 8 years ago

Updated 1 year ago

tacotron2 by NVIDIA

PyTorch implementation for text-to-speech synthesis

patrickvonplaten:

lantiga:

jongwook:

soumith:

Created 7 years ago

Updated 1 year ago

retro by openai

RL environment for classic video games

evhub:

deshraj:

apsdehal:

wojzaremba:

Created 8 years ago

Updated 2 years ago

supervised-reptile by openai

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

abidlabs:

jinze1994:

thomwolf:

deshraj:

Created 8 years ago

Updated 2 years ago

MARL-Papers by LantaoYu

Paper list for multi-agent reinforcement learning (MARL)

chenlin9:

jiamings:

merrymercy:

Created 9 years ago

Updated 2 weeks ago

deep-neuroevolution by uber-research

Neuroevolution algorithms for reinforcement learning research

joshim5:

Created 8 years ago

Updated 2 years ago

blocksparse by openai

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

gakonst:

shizhediao:

jamesr66a:

forresti:

Created 8 years ago

Updated 2 years ago

fast-pixel-cnn by PrajitR

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

deshraj:

Created 9 years ago

Updated 8 years ago

horovod by horovod

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

fchollet:

winglian:

transitive-bullshit:

thinkall:

Created 8 years ago

Updated 2 months ago

estool by hardmaru

Evolution Strategies tool for reinforcement learning research

nottombrown:

codekansas:

Created 8 years ago

Updated 3 years ago

sac by haarnoja

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

jiamings:

Created 8 years ago

Updated 2 years ago

mlsh by openai

Research paper code for meta-learning shared hierarchies

jiamings:

Created 8 years ago

Updated 2 years ago

tensor2tensor by tensorflow

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

lilianweng:

eiso:

JohannesHa:

hammer:

Created 8 years ago

Updated 2 years ago

multiagent-particle-envs by openai

Multi-agent environment for actor-critic research

evhub:

apsdehal:

mattjj:

AntonOsika:

Created 8 years ago

Updated 1 year ago

robosumo by openai

Code for research paper on meta-learning in competitive environments

jinze1994:

jiamings:

mattjj:

Created 8 years ago

Updated 2 years ago

multiagent-competition by openai

Environments for multi-agent competition research paper

jiamings:

Created 8 years ago

Updated 2 years ago

icnn by locuslab

TensorFlow code for Input Convex Neural Networks research paper

ericjang:

Created 9 years ago

Updated 7 years ago

chainerrl by chainer

Deep RL library for algorithm experimentation

hardmaru:

junxiaosong:

joschu:

jekbradbury:

Created 9 years ago

Updated 4 years ago

batch-ppo by google-research

TensorFlow infrastructure for batched reinforcement learning

lilianweng:

luiscape:

pathak22:

lmthang:

Created 8 years ago

Updated 7 years ago

async-rl by coreylynch

TensorFlow/Keras implementation of async RL research paper

fchollet:

agermanidis:

junxiaosong:

pathak22:

Created 10 years ago

Updated 8 years ago

pytorch-a3c by ikostrikov

PyTorch implementation of A3C reinforcement learning algorithm

glample:

jekbradbury:

lantiga:

soumith:

Created 9 years ago

Updated 6 years ago

generating-reviews-discovering-sentiment by openai

Language model code for generating reviews and discovering sentiment

shyamal-anadkat:

evhub:

vincentweisser:

luiscape:

Created 9 years ago

Updated 2 years ago

rl-teacher by nottombrown

RL from human preferences via a webapp for feedback collection

janleike:

jiamings:

evhub:

8enmann:

Created 8 years ago

Updated 3 years ago

vime by openai

RL research paper code

evhub:

pathak22:

jachiam:

nottombrown:

Created 9 years ago

Updated 7 years ago

tensorflow by tensorflow

Open-source ML framework

norvig:

karpathy:

bcherny:

fchollet:

Created 10 years ago

Updated 17 hours ago

ganhacks by soumith

GAN training tips and tricks

lilianweng:

ebursztein:

stefanv:

cvalenzuela:

Created 9 years ago

Updated 4 years ago

InfoGAN by openai

Research paper implementation for interpretable representation learning via InfoGAN

evhub:

ericjang:

mattjj:

lukemetz:

Created 9 years ago

Updated 4 years ago

weightnorm by openai

Example code for weight normalization research paper

nottombrown:

jwyang:

Created 9 years ago

Updated 7 years ago

evolution-strategies-starter by openai

Research paper code for distributed evolution strategies

junxiaosong:

infwinston:

jekbradbury:

codekansas:

Created 9 years ago

Updated 6 years ago

pixel-cnn by openai

TensorFlow implementation for PixelCNN++ research paper

evhub:

jinze1994:

omarsar:

chuanli11:

Created 9 years ago

Updated 6 years ago

imitation by openai

Imitation learning research paper code

jiamings:

nottombrown:

Created 9 years ago

Updated 7 years ago

improved-gan by openai

GAN training code for research paper replication

lilianweng:

bcherny:

evhub:

vincentweisser:

Created 9 years ago

Updated 7 years ago

iaf by openai

Code for reproducing research paper results

jiamings:

ibab:

joschu:

nottombrown:

Created 9 years ago

Updated 7 years ago

universe-starter-agent by openai

Starter agent for solving Universe environments using A3C

apsdehal:

infwinston:

agermanidis:

pathak22:

Created 9 years ago

Updated 8 years ago

atari-py by openai

Deprecated Python package for Atari 2600 environment access

simonw:

evhub:

pathak22:

Created 9 years ago

Updated 2 years ago

gym by openai

RL toolkit for reinforcement learning algorithm development

fchollet:

bcherny:

ValentaTomas:

transitive-bullshit:

Created 9 years ago

Updated 1 year ago

baselines by openai

RL algorithm implementations for research

lilianweng:

JohannesHa:

jspahrsummers:

ari-holtzman:

Created 8 years ago

Updated 1 year ago

mujoco-py by openai

Python bindings for MuJoCo physics engine

lilianweng:

ogabrielluiz:

evhub:

jinze1994:

Created 9 years ago

Updated 2 years ago

roboschool by openai

Deprecated robot simulation software integrated with OpenAI Gym

truell20:

bcherny:

vincentweisser:

evhub:

Created 8 years ago

Updated 2 years ago

rllab by rll

Framework for reinforcement learning algorithm development and evaluation

gdb:

apsdehal:

parano:

AntonOsika:

Created 9 years ago

Updated 2 years ago

maml_rl by cbfinn

Meta-learning code for RL experiments

Disiok:

Created 8 years ago

Updated 3 years ago

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