Google Research

Repositories

• dex-lang

  Research language for array processing in the Haskell/ML family
  Haskell BSD-3-Clause 36 727 48 (9 issues need help) 11 Updated Dec 13, 2020

• bigbird

  Transformers for Longer Sequences
  Python Apache-2.0 0 15 0 0 Updated Dec 13, 2020

• ruse
  Apache-2.0 0 1 0 1 Updated Dec 12, 2020

• motion_imitation

  Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
  Python Apache-2.0 87 364 3 1 Updated Dec 12, 2020

• bert

  TensorFlow code and pre-trained models for BERT

  nlp natural-language-processing google tensorflow natural-language-understanding
  Python Apache-2.0 7,404 26,116 683 81 Updated Dec 12, 2020

• valan

  Vision and Language Agent Navigation
  Python Apache-2.0 9 51 1 0 Updated Dec 12, 2020

• structured-additive-IR
  C++ Apache-2.0 1 7 0 8 Updated Dec 12, 2020

• agent-based-epidemic-sim
  Jupyter Notebook Apache-2.0 11 14 1 13 Updated Dec 11, 2020

• google-research

  Google Research

  machine-learning research ai
  Jupyter Notebook Apache-2.0 2,961 14,719 219 54 Updated Dec 12, 2020

• reverse-engineering-neural-networks

  A collection of tools for reverse engineering neural networks.

  machine-learning deep-learning interpretability
  Jupyter Notebook Apache-2.0 15 54 5 3 Updated Dec 12, 2020

• text-to-text-transfer-transformer

  Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
  Python Apache-2.0 398 3,038 20 15 Updated Dec 11, 2020

• multilingual-t5
  Python Apache-2.0 50 502 3 3 Updated Dec 11, 2020

• tiny-differentiable-simulator

  Tiny Differentiable Simulator is a header-only C++ physics library with zero dependencies.
  C++ Apache-2.0 38 417 3 0 Updated Dec 11, 2020

• task_adaptation
  Python Apache-2.0 10 145 3 1 Updated Dec 11, 2020

• sam
  Python Apache-2.0 3 26 0 0 Updated Dec 11, 2020

• tensor2robot

  Distributed machine learning infrastructure for large-scale robotics research
  Python Apache-2.0 73 368 0 1 Updated Dec 11, 2020

• dice_rl
  Python Apache-2.0 5 40 3 0 Updated Dec 11, 2020

• world_models
  Python Apache-2.0 1 23 0 0 Updated Dec 11, 2020

• federated

  A collection of Google research projects related to Federated Learning and Federated Analytics.
  Python Apache-2.0 18 51 0 0 Updated Dec 10, 2020

• open-covid-19-data

  Open source aggregation pipeline for public COVID-19 data, including hospitalization/ICU/ventilator numbers for many countries.
  Python Apache-2.0 70 96 2 5 Updated Dec 10, 2020

• rigl

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

  machine-learning computer-vision neural-networks sparse-training
  Python Apache-2.0 31 200 1 0 Updated Dec 8, 2020

• sound-separation
  Python Apache-2.0 56 279 6 1 Updated Dec 8, 2020

• vision_transformer
  Jupyter Notebook Apache-2.0 108 1,148 21 0 Updated Dec 8, 2020

• meta-dataset

  A dataset of datasets for learning to learn from few examples

  benchmark machine-learning tensorflow maml meta-learning few-shot-learning
  Python Apache-2.0 76 416 13 3 Updated Dec 7, 2020

• robustness_metrics
  Python Apache-2.0 8 245 1 0 Updated Dec 7, 2020

• long-range-arena

  Long Range Arena for Benchmarking Efficient Transformers

  nlp deep-learning transformers attention flax jax
  Python Apache-2.0 15 150 3 0 Updated Dec 6, 2020

• privateFM

  Code for differentially private Flajolet-Martin sketch.

  differential-privacy cardinality
  Python Apache-2.0 0 2 0 0 Updated Dec 5, 2020

• kubric
  Jupyter Notebook Apache-2.0 5 25 32 3 Updated Dec 4, 2020

• nisaba
  Apache-2.0 0 1 0 0 Updated Dec 3, 2020

• simclr

  SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

  computer-vision representation-learning unsupervised-learning self-supervised-learning simclr contrastive-learning simclrv2
  Jupyter Notebook Apache-2.0 219 1,720 3 0 Updated Dec 3, 2020