Repositories

• text-to-text-transfer-transformer

  Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
  Python Apache-2.0 337 2,663 10 3 Updated Jul 16, 2020

• google-research

  Google Research

  machine-learning research ai
  Jupyter Notebook Apache-2.0 2,165 11,454 129 51 Updated Jul 16, 2020

• tensorflow_constrained_optimization
  Python Apache-2.0 28 177 6 0 Updated Jul 16, 2020

• pegasus
  Python Apache-2.0 99 606 17 (2 issues need help) 0 Updated Jul 16, 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 17 0 4 Updated Jul 16, 2020

• tensor2robot

  Distributed machine learning infrastructure for large-scale robotics research
  Python Apache-2.0 63 344 1 1 Updated Jul 16, 2020

• dex-lang

  Research language for array processing in the Haskell/ML family
  Haskell BSD-3-Clause 29 626 9 5 Updated Jul 16, 2020

• agent-based-epidemic-sim
  C++ Apache-2.0 1 3 1 5 Updated Jul 16, 2020

• bert

  TensorFlow code and pre-trained models for BERT

  nlp natural-language-processing google tensorflow natural-language-understanding
  Python Apache-2.0 6,720 23,964 649 74 Updated Jul 15, 2020

• tapas

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

  tensorflow question-answering nlp-machine-learning table-parsing
  Python Apache-2.0 68 358 7 1 Updated Jul 15, 2020

• tiny-differentiable-simulator

  Tiny Differentiable Simulator is a header-only C++ physics library with zero dependencies.
  C Apache-2.0 18 296 1 0 Updated Jul 14, 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-2.0 107 1,043 2 0 Updated Jul 14, 2020

• morph-net

  Fast & Simple Resource-Constrained Learning of Deep Network Structure

  python machine-learning deep-learning tensorflow automl neural-architecture-search
  Python Apache-2.0 143 900 7 13 Updated Jul 14, 2020

• dreamer

  Dream to Control: Learning Behaviors by Latent Imagination
  Python Apache-2.0 48 370 1 1 Updated Jul 14, 2020

• language

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

  machine-learning natural-language-processing research
  Python Apache-2.0 163 587 23 2 Updated Jul 13, 2020

• seed_rl

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

  impala gcp tf2 rl deepmind-lab atari r2d2
  Python Apache-2.0 60 397 4 0 Updated Jul 13, 2020

• albert

  ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
  Python Apache-2.0 368 2,237 72 2 Updated Jul 12, 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 13 101 0 0 Updated Jul 10, 2020

• arxiv-latex-cleaner

  arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

  latex arxiv
  Python Apache-2.0 129 1,604 6 1 Updated Jul 10, 2020

• computation-thru-dynamics

  Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
  Jupyter Notebook Apache-2.0 42 232 0 0 Updated Jul 8, 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 20 455 0 0 Updated Jul 8, 2020

• usnea
  TypeScript Apache-2.0 0 9 0 2 Updated Jul 8, 2020

• proteinfer
  Python Apache-2.0 5 10 0 2 Updated Jul 7, 2020

• self-organising-systems
  Jupyter Notebook Apache-2.0 9 42 0 1 Updated Jul 3, 2020

• recsim

  A Configurable Recommender Systems Simulation Platform

  machine-learning google reinforcement-learning simulation tensorflow artificial-intelligence recommender-system
  Python Apache-2.0 63 375 6 0 Updated Jun 30, 2020

• dads

  Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

  reinforcement-learning deep-learning unsupervised-learning model-based-rl skill-discovery
  Python Apache-2.0 17 74 0 0 Updated Jun 30, 2020

• fast-soft-sort

  Fast Differentiable Sorting and Ranking

  sorting tensorflow pytorch ranking differentiable jax
  Python Apache-2.0 10 134 2 0 Updated Jun 30, 2020

• reassessed-imagenet

  Labels and other data for the paper "Are we done with ImageNet?"
  Apache-2.0 1 73 0 0 Updated Jun 24, 2020

• generic-adaptive-restarts
  Julia Apache-2.0 0 1 0 0 Updated Jun 24, 2020

• noisystudent

  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
  Python Apache-2.0 32 278 0 0 Updated Jun 18, 2020