Google Research

Repositories

• 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 39 539 8 4 Updated Sep 27, 2020

• proteinfer
  Python Apache-2.0 6 11 0 1 Updated Sep 26, 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 30 65 0 2 Updated Sep 26, 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 47 293 6 2 Updated Sep 26, 2020

• motion_imitation

  Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
  Python Apache-2.0 59 252 2 2 Updated Sep 26, 2020

• google-research

  Google Research

  machine-learning research ai
  Jupyter Notebook Apache-2.0 2,533 12,729 177 50 Updated Sep 26, 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-2.0 162 1,433 4 1 Updated Sep 26, 2020

• albert

  ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
  Python Apache-2.0 401 2,370 77 3 Updated Sep 26, 2020

• lasertagger
  Python Apache-2.0 67 431 4 1 Updated Sep 26, 2020

• task_adaptation
  Python Apache-2.0 9 132 2 2 Updated Sep 26, 2020

• lag
  Python Apache-2.0 24 186 2 2 Updated Sep 25, 2020

• ssl_detection

  Semi-supervised learning for object detection
  Python Apache-2.0 23 117 1 2 Updated Sep 25, 2020

• pegasus
  Python Apache-2.0 145 786 35 (1 issue needs help) 2 Updated Sep 25, 2020

• fixmatch

  A simple method to perform semi-supervised learning with limited data.
  Python Apache-2.0 77 513 6 0 Updated Sep 25, 2020

• mma
  Python Apache-2.0 3 8 0 1 Updated Sep 26, 2020

• remixmatch
  Python Apache-2.0 11 80 0 1 Updated Sep 25, 2020

• structured-additive-IR
  C++ Apache-2.0 0 6 0 4 Updated Sep 25, 2020

• mixmatch
  Python Apache-2.0 142 896 3 1 Updated Sep 25, 2020

• planet

  Learning Latent Dynamics for Planning from Pixels
  Python Apache-2.0 186 979 3 1 Updated Sep 25, 2020

• dex-lang

  Research language for array processing in the Haskell/ML family
  Haskell BSD-3-Clause 32 652 25 (7 issues need help) 4 Updated Sep 25, 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 72 864 17 5 Updated Sep 26, 2020

• agent-based-epidemic-sim
  Jupyter Notebook Apache-2.0 7 6 0 11 Updated Sep 25, 2020

• dice_rl
  Python Apache-2.0 3 25 2 1 Updated Sep 25, 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-2.0 372 2,829 15 10 Updated Sep 24, 2020

• kubric
  Python Apache-2.0 2 16 28 1 Updated Sep 23, 2020

• heldout-influence-estimation
  Python Apache-2.0 0 10 0 0 Updated Sep 22, 2020

• korvapuusti
  Python Apache-2.0 1 2 0 0 Updated Sep 23, 2020

• sputnik

  A library of GPU kernels for sparse matrix operations.
  C++ Apache-2.0 1 7 1 0 Updated Sep 22, 2020

• bert

  TensorFlow code and pre-trained models for BERT

  nlp natural-language-processing google tensorflow natural-language-understanding
  Python Apache-2.0 7,043 24,998 658 79 Updated Sep 21, 2020

• language

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

  machine-learning natural-language-processing research
  Python Apache-2.0 191 732 30 1 Updated Sep 20, 2020