DeepMind

Repositories

• open_spiel

  OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

  python swift games reinforcement-learning cpp multiagent
  C++ Apache-2.0 481 2,427 21 12 Updated Dec 6, 2020

• kapitan

  Generic templated configuration management for Kubernetes, Terraform and other things

  python docker kubernetes yaml devops aws-kms jinja2
  Python 136 1,304 54 (5 issues need help) 21 Updated Dec 5, 2020

• acme

  A library of reinforcement learning components and agents

  research reinforcement-learning agents
  Python Apache-2.0 172 1,799 33 3 Updated Dec 5, 2020

• graph_nets

  Build Graph Nets in Tensorflow

  deep-learning tensorflow graphs artificial-intelligence neural-networks sonnet graph-networks
  Python Apache-2.0 709 4,681 8 1 Updated Dec 4, 2020

• dm-haiku

  JAX-based neural network library

  machine-learning deep-neural-networks deep-learning neural-networks jax
  Python Apache-2.0 58 830 14 3 Updated Dec 4, 2020

• rlax
  Python Apache-2.0 33 496 2 1 Updated Dec 4, 2020

• optax

  Optax is a gradient processing and optimization library for JAX.
  Python Apache-2.0 11 199 6 (2 issues need help) 2 Updated Dec 4, 2020

• reverb

  Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
  C++ Apache-2.0 25 289 8 (1 issue needs help) 1 Updated Dec 4, 2020

• chex
  Python Apache-2.0 5 134 2 0 Updated Dec 4, 2020

• lab

  A customisable 3D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence neural-networks
  C GPL-2.0 1,289 6,337 32 2 Updated Dec 4, 2020

• jraph
  Python Apache-2.0 13 356 0 0 Updated Dec 4, 2020

• jax
  0 2 0 0 Updated Dec 3, 2020

• deepmind-research

  This repository contains implementations and illustrative code to accompany DeepMind publications
  Jupyter Notebook Apache-2.0 783 4,158 23 18 Updated Dec 3, 2020

• surface-distance

  Library to compute surface distance based performance metrics for segmentation tasks.
  Python Apache-2.0 50 190 1 3 Updated Dec 3, 2020

• tensor_annotations
  Python Apache-2.0 0 3 0 0 Updated Dec 2, 2020

• jaxline
  Python Apache-2.0 0 13 0 0 Updated Dec 1, 2020

• dm_control

  DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  machine-learning reinforcement-learning deep-learning artificial-intelligence neural-networks physics-simulation mujoco
  Python Apache-2.0 372 2,114 15 1 Updated Nov 30, 2020

• sonnet

  TensorFlow-based neural network library

  machine-learning deep-learning tensorflow artificial-intelligence neural-networks
  Python Apache-2.0 1,250 8,643 14 3 Updated Nov 30, 2020

• bsuite

  bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
  Python Apache-2.0 145 1,115 3 6 Updated Nov 26, 2020

• ferminet

  An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
  Python Apache-2.0 37 324 0 0 Updated Nov 24, 2020

• dm_hard_eight
  Python Apache-2.0 1 66 1 0 Updated Nov 20, 2020

• lab2d

  A customisable 2D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence
  C++ Apache-2.0 26 287 1 0 Updated Nov 18, 2020

• educational
  Jupyter Notebook Apache-2.0 4 21 0 0 Updated Nov 17, 2020

• mc_gradients
  Jupyter Notebook Apache-2.0 22 92 0 1 Updated Nov 13, 2020

• trfl

  TensorFlow Reinforcement Learning
  Python Apache-2.0 371 3,049 4 2 Updated Nov 6, 2020

• jax_verify

  Neural network verification in JAX
  Python Apache-2.0 4 45 0 1 Updated Nov 5, 2020

• dm_env_rpc

  A networking protocol for agent-environment communication
  Python Apache-2.0 5 39 0 0 Updated Nov 2, 2020

• dm_env

  A Python interface for reinforcement learning environments

  python api machine-learning reinforcement-learning deep-learning interface
  Python Apache-2.0 22 107 0 0 Updated Oct 30, 2020

• hanabi-learning-environment

  hanabi_learning_environment is a research platform for Hanabi experiments.
  Python Apache-2.0 104 513 12 4 Updated Oct 27, 2020

• dqn_zoo

  DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
  Python Apache-2.0 17 167 0 0 Updated Oct 21, 2020