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Top repositories

1

bert

TensorFlow code and pre-trained models for BERT
Python
37,288
star
2

google-research

Google Research
Jupyter Notebook
33,216
star
3

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.
25,713
star
4

vision_transformer

Jupyter Notebook
9,782
star
5

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
Python
5,977
star
6

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Python
5,004
star
7

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Jupyter Notebook
3,937
star
8

multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
Python
3,549
star
9

football

Check out the new game server:
Python
3,260
star
10

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Python
3,209
star
11

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond
Python
3,152
star
12

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Python
2,969
star
13

frame-interpolation

FILM: Frame Interpolation for Large Motion, In ECCV 2022.
Python
2,729
star
14

t5x

Python
2,590
star
15

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Python
2,308
star
16

kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Jupyter Notebook
2,240
star
17

uda

Unsupervised Data Augmentation (UDA)
Python
2,131
star
18

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
Jupyter Notebook
2,027
star
19

pegasus

Python
1,590
star
20

language

Shared repository for open-sourced projects from the Google AI Language team.
Python
1,578
star
21

dex-lang

Research language for array processing in the Haskell/ML family
Haskell
1,565
star
22

parti

1,521
star
23

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Python
1,504
star
24

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Python
1,499
star
25

FLAN

Python
1,413
star
26

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.
Python
1,311
star
27

robotics_transformer

Python
1,256
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28

multilingual-t5

Python
1,197
star
29

planet

Learning Latent Dynamics for Planning from Pixels
Python
1,134
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30

mixmatch

Python
1,130
star
31

tapas

End-to-end neural table-text understanding models.
Python
1,108
star
32

fixmatch

A simple method to perform semi-supervised learning with limited data.
Python
1,071
star
33

deduplicate-text-datasets

Rust
1,040
star
34

morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure
Python
1,013
star
35

deeplab2

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
Python
991
star
36

maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Python
971
star
37

batch-ppo

Efficient Batched Reinforcement Learning in TensorFlow
Python
963
star
38

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Python
951
star
39

magvit

Official JAX implementation of MAGVIT: Masked Generative Video Transformer
Python
888
star
40

pix2seq

Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
Jupyter Notebook
836
star
41

seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Python
792
star
42

meta-dataset

A dataset of datasets for learning to learn from few examples
Jupyter Notebook
742
star
43

noisystudent

Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
Python
740
star
44

recsim

A Configurable Recommender Systems Simulation Platform
Python
729
star
45

jax3d

Python
722
star
46

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
Jupyter Notebook
719
star
47

circuit_training

Python
710
star
48

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
Python
705
star
49

long-range-arena

Long Range Arena for Benchmarking Efficient Transformers
Python
702
star
50

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.
Python
662
star
51

bleurt

BLEURT is a metric for Natural Language Generation based on transfer learning.
Python
651
star
52

nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark
Python
641
star
53

prompt-tuning

Original Implementation of Prompt Tuning from Lester, et al, 2021
Python
632
star
54

xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.
Python
622
star
55

lasertagger

Python
606
star
56

sound-separation

Python
603
star
57

dreamer

Dream to Control: Learning Behaviors by Latent Imagination
Python
568
star
58

pix2struct

Python
568
star
59

fast-soft-sort

Fast Differentiable Sorting and Ranking
Python
546
star
60

robopianist

[CoRL '23] Dexterous piano playing with deep reinforcement learning.
Python
542
star
61

sam

Python
539
star
62

vmoe

Jupyter Notebook
534
star
63

ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
Python
532
star
64

bigbird

Transformers for Longer Sequences
Python
518
star
65

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
Python
507
star
66

tensor2robot

Distributed machine learning infrastructure for large-scale robotics research
Python
483
star
67

byt5

Python
472
star
68

adapter-bert

Python
470
star
69

mint

Multi-modal Content Creation Model Training Infrastructure including the FACT model (AI Choreographer) implementation.
Python
465
star
70

leaf-audio

LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a very small number of parameters.
Python
446
star
71

robustness_metrics

Jupyter Notebook
442
star
72

omniglue

Code release for CVPR'24 submission 'OmniGlue'
Python
435
star
73

maxvit

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
Jupyter Notebook
425
star
74

receptive_field

Compute receptive fields of your favorite convnets
Python
420
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75

ssl_detection

Semi-supervised learning for object detection
Python
398
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76

maskgit

Official Jax Implementation of MaskGIT
Jupyter Notebook
394
star
77

l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
Python
379
star
78

nerf-from-image

Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion
Python
373
star
79

tf-slim

Python
368
star
80

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
Jupyter Notebook
365
star
81

weatherbench2

A benchmark for the next generation of data-driven global weather models.
Python
360
star
82

distilling-step-by-step

Python
358
star
83

realworldrl_suite

Real-World RL Benchmark Suite
Python
339
star
84

python-graphs

A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.
Python
321
star
85

rigl

End-to-end training of sparse deep neural networks with little-to-no performance loss.
Python
314
star
86

task_adaptation

Python
305
star
87

tensorflow_constrained_optimization

Python
300
star
88

ibc

Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/
Python
295
star
89

self-organising-systems

Jupyter Notebook
294
star
90

exoplanet-ml

Machine learning models and utilities for exoplanet science.
Python
283
star
91

vdm

Jupyter Notebook
280
star
92

retvec

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.
Jupyter Notebook
277
star
93

tensorflow-coder

Python
275
star
94

syn-rep-learn

Learning from synthetic data - code and models
Python
270
star
95

sparf

This is the official code release for SPARF: Neural Radiance Fields from Sparse and Noisy Poses [CVPR 2023-Highlight]
Python
264
star
96

lm-extraction-benchmark

Python
263
star
97

falken

Falken provides developers with a service that allows them to train AI that can play their games
Python
253
star
98

rlds

Jupyter Notebook
252
star
99

arco-era5

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
Python
242
star
100

3d-moments

Code for CVPR 2022 paper '3D Moments from Near-Duplicate Photos'
Python
236
star