Google Research

Repositories

• si-score
  Python Apache-2.0 0 3 0 0 Updated Oct 15, 2020

• bleurt

  BLEURT is a metric for Natural Language Generation based on transfer learning.
  Python Apache-2.0 26 278 7 2 Updated Oct 15, 2020

• augmix

  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  Python Apache-2.0 76 599 0 0 Updated Oct 14, 2020

• brain-language
  0 1 0 0 Updated Oct 13, 2020

• proteinfer
  Python Apache-2.0 6 12 0 1 Updated Oct 12, 2020

• batch_rl

  Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
  Python Apache-2.0 21 161 3 0 Updated Oct 8, 2020

• reverse-engineering-neural-networks

  A collection of tools for reverse engineering neural networks.

  machine-learning deep-learning interpretability
  Jupyter Notebook Apache-2.0 13 47 5 2 Updated Oct 8, 2020

• weakly_supervised_control
  Python Apache-2.0 1 2 0 1 Updated Oct 3, 2020

• language

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

  machine-learning natural-language-processing research
  Python Apache-2.0 195 757 36 1 Updated Oct 2, 2020

• episodic-curiosity

  Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability
  Jupyter Notebook Apache-2.0 28 155 1 1 Updated Oct 2, 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 23 86 0 1 Updated Oct 2, 2020

• robustness_metrics
  Python Apache-2.0 0 2 0 0 Updated Oct 2, 2020

• lag
  Python Apache-2.0 25 190 2 2 Updated Oct 1, 2020

• computation-thru-dynamics

  Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
  Jupyter Notebook Apache-2.0 51 258 0 1 Updated Oct 1, 2020

• bert

  TensorFlow code and pre-trained models for BERT

  nlp natural-language-processing google tensorflow natural-language-understanding
  Python Apache-2.0 7,180 25,436 666 78 Updated Oct 1, 2020

• deep_ope
  Python Apache-2.0 0 3 0 0 Updated Sep 30, 2020

• self-organising-systems
  Jupyter Notebook Apache-2.0 12 54 0 0 Updated Sep 30, 2020

• albert

  ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
  Python Apache-2.0 409 2,428 80 3 Updated Sep 26, 2020

• lasertagger
  Python Apache-2.0 71 444 4 1 Updated Sep 26, 2020

• task_adaptation
  Python Apache-2.0 9 136 2 2 Updated Sep 26, 2020

• ssl_detection

  Semi-supervised learning for object detection
  Python Apache-2.0 25 130 3 2 Updated Sep 25, 2020

• pegasus
  Python Apache-2.0 157 829 44 (1 issue needs help) 2 Updated Sep 25, 2020

• mma
  Python Apache-2.0 3 9 0 1 Updated Sep 25, 2020

• remixmatch
  Python Apache-2.0 11 86 0 1 Updated Sep 25, 2020

• mixmatch
  Python Apache-2.0 144 913 2 1 Updated Sep 25, 2020

• planet

  Learning Latent Dynamics for Planning from Pixels
  Python Apache-2.0 190 988 3 1 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 86 927 18 5 Updated Sep 25, 2020

• heldout-influence-estimation
  Python Apache-2.0 0 15 0 0 Updated Sep 22, 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 78 485 8 0 Updated Sep 17, 2020

• usnea
  TypeScript Apache-2.0 2 11 0 6 Updated Sep 12, 2020