DeepMind

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dm_control Public

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

Python 2.9k 541
sonnet Public

TensorFlow-based neural network library

Python 9.3k 1.3k
deepmind-research Public

This repository contains implementations and illustrative code to accompany DeepMind publications

Jupyter Notebook 10.6k 2.2k
acme Public

A library of reinforcement learning components and agents

Python 2.7k 345
dm-haiku Public

JAX-based neural network library

Python 2.1k 164
alphafold Public

Open source code for AlphaFold.

Python 8.9k 1.5k

android_env Public
RL research on Android devices.

Python 783 Apache-2.0 44 6 (1 issue needs help) 2 Updated Aug 9, 2022
mujoco Public
Multi-Joint dynamics with Contact. A general purpose physics simulator.

C 4,673 Apache-2.0 386 48 (1 issue needs help) 12 Updated Aug 9, 2022
envlogger Public
A tool for recording RL trajectories.

Python 53 Apache-2.0 6 0 0 Updated Aug 9, 2022
distrax Public

Python 330 Apache-2.0 19 3 11 Updated Aug 9, 2022
optax Public
Optax is a gradient processing and optimization library for JAX.

Python 806 Apache-2.0 83 25 (4 issues need help) 12 Updated Aug 9, 2022
dm_pix Public
PIX is an image processing library in JAX, for JAX.

Python 264 Apache-2.0 16 1 1 Updated Aug 8, 2022
kfac-jax Public
Second Order Optimization and Curvature Estimation with K-FAC in JAX.

Python 62 Apache-2.0 3 0 2 Updated Aug 8, 2022
open_spiel Public
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

C++ 3,276 Apache-2.0 701 19 9 Updated Aug 8, 2022
clrs Public

Python 169 Apache-2.0 20 2 0 Updated Aug 8, 2022
dm-haiku Public
JAX-based neural network library

Python 2,088 Apache-2.0 164 47 27 Updated Aug 8, 2022