Google Research

Repositories

• reverse-engineering-neural-networks
  Python Apache-2.0 0 6 1 2 Updated Jul 24, 2020

• agent-based-epidemic-sim
  C++ Apache-2.0 1 3 1 4 Updated Jul 25, 2020

• bert

  TensorFlow code and pre-trained models for BERT

  nlp natural-language-processing google tensorflow natural-language-understanding
  Python Apache-2.0 6,757 24,080 648 75 Updated Jul 25, 2020

• motion_imitation

  Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
  Python Apache-2.0 39 192 2 2 Updated Jul 24, 2020

• kubric
  Python Apache-2.0 0 4 13 2 Updated Jul 24, 2020

• ssl_detection

  Semi-supervised learning for object detection
  Python Apache-2.0 18 81 5 2 Updated Jul 24, 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-2.0 339 2,681 10 3 Updated Jul 24, 2020

• dex-lang

  Research language for array processing in the Haskell/ML family
  Haskell BSD-3-Clause 29 633 10 5 Updated Jul 24, 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 7 22 0 5 Updated Jul 24, 2020

• google-research

  Google Research

  machine-learning research ai
  Jupyter Notebook Apache-2.0 2,220 11,609 131 53 Updated Jul 24, 2020

• sound-separation
  Python Apache-2.0 43 245 6 1 Updated Jul 23, 2020

• sputnik
  0 1 0 0 Updated Jul 23, 2020

• pegasus
  Python Apache-2.0 110 640 19 (2 issues need help) 1 Updated Jul 23, 2020

• torchsde

  Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

  deep-neural-networks deep-learning pytorch dynamical-systems differential-equations stochastic-differential-equations stochastic-processes
  Python Apache-2.0 26 480 1 0 Updated Jul 23, 2020

• cryptanalytic-model-extraction
  Python Apache-2.0 0 2 0 0 Updated Jul 23, 2020

• tensor2robot

  Distributed machine learning infrastructure for large-scale robotics research
  Python Apache-2.0 64 346 1 1 Updated Jul 22, 2020

• language

  Shared repository for open-sourced projects from the Google AI Language team.

  machine-learning natural-language-processing research
  Python Apache-2.0 163 594 22 0 Updated Jul 22, 2020

• fast-soft-sort

  Fast Differentiable Sorting and Ranking

  sorting tensorflow pytorch ranking differentiable jax
  Python Apache-2.0 10 134 3 0 Updated Jul 21, 2020

• tapas

  End-to-end neural table-text understanding models.

  tensorflow question-answering nlp-machine-learning table-parsing
  Python Apache-2.0 72 370 8 1 Updated Jul 21, 2020

• usnea
  TypeScript Apache-2.0 0 9 0 3 Updated Jul 20, 2020

• big_transfer

  Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

  deep-learning pytorch imagenet convolutional-neural-networks transfer-learning jax tensorflow2
  Python Apache-2.0 64 804 10 3 Updated Jul 20, 2020

• valan

  Vision and Language Agent Navigation
  Python Apache-2.0 8 44 1 0 Updated Jul 17, 2020

• morph-net

  Fast & Simple Resource-Constrained Learning of Deep Network Structure

  python machine-learning deep-learning tensorflow automl neural-architecture-search
  Python Apache-2.0 144 900 7 15 Updated Jul 18, 2020

• computation-thru-dynamics

  Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
  Jupyter Notebook Apache-2.0 45 236 0 1 Updated Jul 17, 2020

• albert

  ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
  Python Apache-2.0 377 2,257 73 2 Updated Jul 17, 2020

• 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.
  Shell Apache-2.0 38 269 7 1 Updated Jul 17, 2020

• tensorflow_constrained_optimization
  Python Apache-2.0 29 176 6 0 Updated Jul 16, 2020

• tiny-differentiable-simulator

  Tiny Differentiable Simulator is a header-only C++ physics library with zero dependencies.
  C Apache-2.0 18 298 1 0 Updated Jul 15, 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-2.0 111 1,091 6 0 Updated Jul 15, 2020

• dreamer

  Dream to Control: Learning Behaviors by Latent Imagination
  Python Apache-2.0 48 373 1 1 Updated Jul 14, 2020