DeepMind

Repositories

• kapitan

  Generic templated configuration management for Kubernetes, Terraform and other things

  python docker kubernetes yaml devops aws-kms jinja2
  Python 135 1,294 54 (5 issues need help) 23 Updated Dec 1, 2020

• 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-2.0 478 2,418 17 12 Updated Nov 30, 2020

• acme

  A library of reinforcement learning components and agents

  research reinforcement-learning agents
  Python Apache-2.0 170 1,780 33 3 Updated Nov 30, 2020

• reverb

  Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
  C++ Apache-2.0 23 282 8 (1 issue needs help) 1 Updated Nov 30, 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-2.0 370 2,103 15 1 Updated Nov 29, 2020

• sonnet

  TensorFlow-based neural network library

  machine-learning deep-learning tensorflow artificial-intelligence neural-networks
  Python Apache-2.0 1,250 8,620 14 3 Updated Nov 30, 2020

• rlax
  Python Apache-2.0 33 490 2 1 Updated Nov 27, 2020

• bsuite

  bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
  Python Apache-2.0 144 1,103 3 6 Updated Nov 26, 2020

• dm-haiku

  JAX-based neural network library

  machine-learning deep-neural-networks deep-learning neural-networks jax
  Python Apache-2.0 56 810 14 3 Updated Nov 26, 2020

• deepmind-research

  This repository contains implementations and illustrative code to accompany DeepMind publications
  Jupyter Notebook Apache-2.0 694 3,298 24 18 Updated Nov 25, 2020

• ferminet

  An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
  Python Apache-2.0 37 319 0 0 Updated Nov 24, 2020

• jraph
  Python Apache-2.0 3 171 0 0 Updated Nov 23, 2020

• dm_hard_eight
  Python Apache-2.0 1 64 1 0 Updated Nov 20, 2020

• chex
  Python Apache-2.0 5 126 0 0 Updated Nov 18, 2020

• lab

  A customisable 3D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence neural-networks
  C GPL-2.0 1,288 6,329 32 2 Updated Nov 18, 2020

• lab2d

  A customisable 2D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence
  C++ Apache-2.0 25 279 1 0 Updated Nov 18, 2020

• optax

  Optax is a gradient processing and optimization library for JAX.
  Python Apache-2.0 11 193 6 (2 issues need help) 2 Updated Nov 17, 2020

• educational
  Jupyter Notebook Apache-2.0 4 20 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-2.0 372 3,045 4 2 Updated Nov 6, 2020

• jax_verify

  Neural network verification in JAX
  Python Apache-2.0 3 42 0 1 Updated Nov 5, 2020

• dm_env_rpc

  A networking protocol for agent-environment communication
  Python Apache-2.0 5 37 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 22 106 0 0 Updated Oct 30, 2020

• hanabi-learning-environment

  hanabi_learning_environment is a research platform for Hanabi experiments.
  Python Apache-2.0 105 511 11 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 17 159 0 0 Updated Oct 21, 2020

• ai-safety-gridworlds

  This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.
  Python Apache-2.0 98 473 0 0 Updated Oct 13, 2020

• grid-cells

  Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as published at https://www.nature.com/articles/s41586-018-0102-6
  Python Apache-2.0 43 151 1 1 Updated Oct 12, 2020

• tree

  tree is a library for working with nested data structures
  Python Apache-2.0 11 108 4 4 Updated Oct 8, 2020

• multidim-image-augmentation

  This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
  C++ Apache-2.0 21 110 4 3 Updated Sep 14, 2020

• graph_nets

  Build Graph Nets in Tensorflow

  deep-learning tensorflow graphs artificial-intelligence neural-networks sonnet graph-networks
  Python Apache-2.0 704 4,672 8 2 Updated Aug 28, 2020