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-2.0 467 2,326 9 14 Updated Sep 5, 2020

• reverb

  Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
  C++ Apache-2.0 17 228 6 0 Updated Sep 4, 2020

• dm-haiku

  JAX-based neural network library

  machine-learning deep-neural-networks deep-learning neural-networks jax
  Python Apache-2.0 53 733 12 2 Updated Sep 4, 2020

• acme

  A library of reinforcement learning components and agents

  research reinforcement-learning agents
  Python Apache-2.0 146 1,646 25 1 Updated Sep 4, 2020

• tree

  tree is a library for working with nested data structures
  Python Apache-2.0 9 91 3 6 Updated Sep 3, 2020

• lab

  A customisable 3D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence neural-networks
  C GPL-2.0 1,272 6,255 35 2 Updated Sep 3, 2020

• chex
  Python Apache-2.0 4 92 0 0 Updated Sep 3, 2020

• kapitan

  Generic templated configuration management for Kubernetes, Terraform and other things

  python docker kubernetes devops aws-kms jinja2 terraform
  Python 127 1,249 45 (5 issues need help) 14 Updated Sep 3, 2020

• graph_nets

  Build Graph Nets in Tensorflow

  deep-learning tensorflow graphs artificial-intelligence neural-networks sonnet graph-networks
  Python Apache-2.0 678 4,552 8 2 Updated Aug 28, 2020

• deepmind-research

  This repository contains implementations and illustrative code to accompany DeepMind publications
  Jupyter Notebook Apache-2.0 490 2,100 18 1 Updated Aug 26, 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-2.0 353 2,036 17 0 Updated Aug 25, 2020

• multidim-image-augmentation

  This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
  C++ Apache-2.0 20 105 4 2 Updated Aug 21, 2020

• bsuite

  bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
  Python Apache-2.0 137 1,053 2 3 Updated Aug 21, 2020

• labmaze

  A standalone release of DeepMind Lab's maze generator with Python bindings.
  C++ Apache-2.0 6 26 0 0 Updated Aug 21, 2020

• optax

  Optax is a gradient processing and optimization library for JAX.
  Python Apache-2.0 8 152 2 1 Updated Aug 18, 2020

• rlax
  Python Apache-2.0 30 449 2 0 Updated Aug 7, 2020

• hanabi-learning-environment

  hanabi_learning_environment is a research platform for Hanabi experiments.
  Python Apache-2.0 95 502 10 4 Updated Jul 30, 2020

• pysc2

  StarCraft II Learning Environment

  machine-learning reinforcement-learning starcraft-ii-replays starcraft-ii blizzard-api deepmind
  Python Apache-2.0 1,067 6,990 41 (3 issues need help) 8 Updated Jul 29, 2020

• sonnet

  TensorFlow-based neural network library

  machine-learning deep-learning tensorflow artificial-intelligence neural-networks
  Python Apache-2.0 1,229 8,499 14 3 Updated Jul 24, 2020

• streetlearn

  A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “Learning to Navigate in Cities Without a Map”, NeurIPS 2018
  C++ Apache-2.0 41 196 2 0 Updated Jul 21, 2020

• mathematics_dataset

  This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.
  Python Apache-2.0 175 1,234 1 0 Updated Jul 12, 2020

• dm_construction
  Python Apache-2.0 1 10 0 0 Updated Jul 10, 2020

• dm_env_rpc

  A networking protocol for agent-environment communication
  Python Apache-2.0 3 16 0 0 Updated Jul 10, 2020

• objecthash-proto

  ObjectHash for protocol buffers
  Go Apache-2.0 11 58 2 1 Updated Jul 1, 2020

• surface-distance

  Library to compute surface distance based performance metrics for segmentation tasks.
  Python Apache-2.0 42 161 1 2 Updated Jul 1, 2020

• tcia-ct-scan-dataset

  Dataset of head and neck CT scans and segmentations in NRRD format.
  CC-BY-4.0 18 50 1 0 Updated Jun 30, 2020

• ai-safety-gridworlds

  This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.
  Python Apache-2.0 94 461 0 0 Updated Jun 29, 2020

• dm_env

  A Python interface for reinforcement learning environments

  python api machine-learning reinforcement-learning deep-learning interface
  Python Apache-2.0 22 93 0 1 Updated Jun 2, 2020

• spriteworld

  Spriteworld: a flexible, configurable python-based reinforcement learning environment

  environment sprites procedural rl deepmind generative
  Python Apache-2.0 45 319 0 0 Updated Jun 1, 2020

• lamb

  LAnguage Modelling Benchmarks
  Python Apache-2.0 13 94 2 1 Updated Apr 23, 2020