Tom Brown

Cofounder of Anthropic

Authored Projects (1)

Starred by

Aravind Srinivas

Aravind Srinivas(Cofounder of Perplexity),

Jan Leike

Jan Leike(Alignment Research Scientist at Anthropic),

Jiaming Song

Jiaming Song(Chief Scientist at Luma AI),

Evan Hubinger

Evan Hubinger(Head of Alignment Stress-Testing at Anthropic), and

1 more.

rl-teacher by nottombrown

RL from human preferences via a webapp for feedback collection

Trains RL agents using human feedback on trajectory preferences.
Implements reward predictor learning from comparative feedback.
Includes webapp for human feedback and GCS bucket integration.
Supports MuJoCo environments and provides baseline RL comparisons.

Created 8 years ago

Updated 2 years ago

Starred Projects (60)

trufflehog by trufflesecurity

CLI tool to find, verify, and analyze leaked credentials in various data sources

ValentaTomas:

transitive-bullshit:

hsbt:

simonw:

Created 8 years ago

Updated 13 hours ago

openwebtext by yet-another-account

Dataset clone of GPT-2 WebText for language model training

agermanidis:

Created 6 years ago

Updated 1 year ago

XLM by facebookresearch

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

aravindsrinivas:

codekansas:

trishume:

glample:

Created 6 years ago

Updated 2 years ago

state-of-the-art-result-for-machine-learning-problems by RedditSota

ML problem SoTA tracker (research paper aggregator)

swyxio:

chuanli11:

omarsar:

AntonOsika:

Created 7 years ago

Updated 6 years ago

xlnet by zihangdai

Language model research paper using generalized autoregressive pretraining

ankane:

stas00:

evhub:

shizhediao:

Created 6 years ago

Updated 2 years ago

sparse_attention by openai

Sparse attention primitives for research

aravindsrinivas:

chenlin9:

shizhediao:

agermanidis:

Created 6 years ago

Updated 5 years ago

fairseq by facebookresearch

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

lilianweng:

aravindsrinivas:

tjbck:

pathak22:

Created 8 years ago

Updated 1 week ago

spinningup by openai

Educational resource for learning deep reinforcement learning

Jiayi-Pan:

pgarbacki:

nirga:

codekansas:

Created 6 years ago

Updated 1 year ago

transformers by huggingface

ML library for pretrained model inference and training

clmnt:

lilianweng:

karpathy:

tjbck:

Created 6 years ago

Updated 12 hours ago

blocksparse by openai

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

aravindsrinivas:

gakonst:

shizhediao:

jamesr66a:

Created 7 years ago

Updated 2 years ago

tensorpack by tensorpack

Neural net training interface on TensorFlow

parasj:

ppwwyyxx:

chuanli11:

omarsar:

Created 9 years ago

Updated 2 years ago

horovod by horovod

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

aravindsrinivas:

fchollet:

winglian:

transitive-bullshit:

Created 8 years ago

Updated 2 days ago

DeepRL by ShangtongZhang

PyTorch library for deep RL algorithm research

joshim5:

millionintegrals:

jwyang:

junxiaosong:

Created 8 years ago

Updated 1 year ago

vel by MillionIntegrals

Deep-learning research library for modular model construction

millionintegrals:

soumith:

rwightman:

jachiam:

Created 7 years ago

Updated 2 years ago

Practical_RL by yandexdataschool

RL course material for on-campus and online students

john-b-yang:

pirroh:

borzunov:

junxiaosong:

Created 8 years ago

Updated 2 months ago

deep-reinforcement-learning by udacity

Educational resource for deep reinforcement learning algorithms

cvalenzuela:

iamtrask:

gakonst:

apsdehal:

Created 7 years ago

Updated 1 year ago

pytorch-openai-transformer-lm by huggingface

PyTorch implementation of OpenAI's Transformer LM

clmnt:

lysandrejik:

thomwolf:

omarsar:

Created 7 years ago

Updated 4 years ago

finetune-transformer-lm by openai

Code for generative pre-training research paper

aravindsrinivas:

0hq:

shizhediao:

generall:

Created 7 years ago

Updated 6 years ago

OpenNMT-py by OpenNMT

PyTorch framework for neural machine translation and LLM experimentation

osanseviero:

hammer:

codekansas:

shizhediao:

Created 8 years ago

Updated 6 months ago

WorldModelsExperiments by hardmaru

RL research paper reproduction

aravindsrinivas:

Created 7 years ago

Updated 3 years ago

higgsfield by higgsfield-ai

ML framework for large model training and GPU orchestration

aravindsrinivas:

luiscape:

pgarbacki:

chiphuyen:

Created 7 years ago

Updated 1 year ago

quickdraw-dataset by googlecreativelab

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

aravindsrinivas:

vincentweisser:

khou22:

tjbck:

Created 8 years ago

Updated 6 months ago

learning-from-human-preferences by mrahtz

RL from human preferences reproduction

Created 7 years ago

Updated 3 years ago

estool by hardmaru

Evolution Strategies tool for reinforcement learning research

aravindsrinivas:

codekansas:

Created 8 years ago

Updated 2 years ago

ELF by facebookresearch

Game research platform for real-time strategy (RTS) games

jrk:

AntonOsika:

deshraj:

infwinston:

Created 8 years ago

Updated 4 years ago

ganhacks by soumith

GAN training tips and tricks

aravindsrinivas:

lilianweng:

ebursztein:

stefanv:

Created 8 years ago

Updated 3 years ago

SerpentAI by SerpentAI

Game agent framework for creating bots

cvalenzuela:

lantiga:

deshraj:

Created 8 years ago

Updated 2 years ago

tensor2tensor by tensorflow

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

lilianweng:

aravindsrinivas:

eiso:

JohannesHa:

Created 8 years ago

Updated 2 years ago

examples by pytorch

PyTorch examples for diverse AI tasks

lilianweng:

hammer:

tjbck:

ari-holtzman:

Created 9 years ago

Updated 2 weeks ago

rl-teacher by nottombrown

RL from human preferences via a webapp for feedback collection

aravindsrinivas:

janleike:

jiamings:

evhub:

Created 8 years ago

Updated 2 years ago

tensorforce by tensorforce

TensorFlow library for reinforcement learning (not maintained)

parano:

luiscape:

8enmann:

deshraj:

Created 8 years ago

Updated 1 year ago

mujoco-py by openai

Python bindings for MuJoCo physics engine

lilianweng:

aravindsrinivas:

ogabrielluiz:

evhub:

Created 9 years ago

Updated 1 year ago

tensorflow-reinforce by yukezhu

TensorFlow implementations of reinforcement learning models

evhub:

codekansas:

AntonOsika:

Created 9 years ago

Updated 7 years ago

roboschool by openai

Deprecated robot simulation software integrated with OpenAI Gym

aravindsrinivas:

truell20:

bcherny:

vincentweisser:

Created 8 years ago

Updated 2 years ago

fairseq-lua by facebookresearch

Lua-based toolkit for sequence-to-sequence learning

bcherny:

generall:

thomwolf:

vincentweisser:

Created 8 years ago

Updated 4 years ago

muniverse by unixpickle

RL environments for HTML5 games

aravindsrinivas:

8enmann:

deshraj:

pathak22:

Created 8 years ago

Updated 6 years ago

reinforcement-learning by dennybritz

RL algorithms implementation for education

lilianweng:

ogabrielluiz:

thomwolf:

jinze1994:

Created 9 years ago

Updated 2 years ago

deeplearning-papernotes by dennybritz

Deep learning paper notes and summaries

gakonst:

hiyouga:

jinze1994:

ilblackdragon:

Created 9 years ago

Updated 7 years ago

weightnorm by openai

Example code for weight normalization research paper

aravindsrinivas:

jwyang:

Created 8 years ago

Updated 6 years ago

baselines by openai

RL algorithm implementations for research

aravindsrinivas:

lilianweng:

JohannesHa:

jspahrsummers:

Created 8 years ago

Updated 1 year ago

cloudpickle by cloudpipe

Extended pickling support for Python objects

borzunov:

youkaichao:

luiscape:

hammer:

Created 10 years ago

Updated 3 weeks ago

awesome-deep-learning-papers by terryum

Curated list of seminal deep learning papers (2012-2016)

lilianweng:

ShengjiaZhao:

bcherny:

chenlin9:

Created 9 years ago

Updated 1 year ago

cleverhans by cleverhans-lab

Adversarial example library for benchmarking ML model robustness

lilianweng:

huybery:

generall:

colah:

Created 9 years ago

Updated 1 year ago

universe by openai

Deprecated platform for measuring/training AI across diverse applications

Jiayi-Pan:

codekansas:

junxiaosong:

evhub:

Created 8 years ago

Updated 7 years ago

universe-starter-agent by openai

Starter agent for solving Universe environments using A3C

aravindsrinivas:

apsdehal:

infwinston:

agermanidis:

Created 8 years ago

Updated 7 years ago

Neural-Photo-Editor by ajbrock

Photo editor for generative neural network research

bcherny:

cvalenzuela:

s9xie:

agermanidis:

Created 9 years ago

Updated 8 years ago

CNTK by microsoft

Deep-learning toolkit for neural networks as directed computational graphs

bcherny:

tiangolo:

luiscape:

parano:

Created 9 years ago

Updated 2 years ago

imitation by openai

Imitation learning research paper code

aravindsrinivas:

jiamings:

Created 9 years ago

Updated 6 years ago

vime by openai

RL research paper code

aravindsrinivas:

evhub:

pathak22:

jachiam:

Created 9 years ago

Updated 6 years ago

InfoGAN by openai

Research paper implementation for interpretable representation learning via InfoGAN

aravindsrinivas:

evhub:

ericjang:

mattjj:

Created 9 years ago

Updated 4 years ago

iaf by openai

Code for reproducing research paper results

aravindsrinivas:

jiamings:

ibab:

joschu:

Created 9 years ago

Updated 6 years ago

improved-gan by openai

GAN training code for research paper replication

aravindsrinivas:

lilianweng:

bcherny:

evhub:

Created 9 years ago

Updated 6 years ago

requests-for-research by openai

Deep learning problems collection for research

truell20:

chiphuyen:

vincentweisser:

gakonst:

Created 9 years ago

Updated 1 year ago

simple_dqn by tambetm

Simple DQN: Deep Q-learning agent for replicating DeepMind's Atari results

fchollet:

Created 10 years ago

Updated 6 years ago

awesome-rl by aikorea

Curated list of reinforcement learning resources

carlosejimenez:

evhub:

junxiaosong:

ericjang:

Created 10 years ago

Updated 2 years ago

tensorflow-deepq by siemanko

Deep Q learning demonstration using TensorFlow

pathak22:

jamesr66a:

ericjang:

AntonOsika:

Created 9 years ago

Updated 8 years ago

gym by openai

RL toolkit for reinforcement learning algorithm development

aravindsrinivas:

fchollet:

bcherny:

ValentaTomas:

Created 9 years ago

Updated 11 months ago

awesome-machine-learning by josephmisiti

Curated list of ML frameworks, libraries, and software

bcherny:

vincentweisser:

generall:

parano:

Created 11 years ago

Updated 1 month ago

tensorflow by tensorflow

Open-source ML framework

norvig:

aravindsrinivas:

karpathy:

bcherny:

Created 10 years ago

Updated 12 hours ago

dive-into-machine-learning by dive-into-machine-learning

Curated ML resource list for Python & Jupyter Notebook beginners

shadcn:

vnivargi:

sb2nov:

thomwolf:

Created 10 years ago

Updated 3 years ago

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