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Top 38 deepmind open source projects

Relational Rnn Pytorch

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

✭ 236

python deep-learning pytorch transformer recurrent-neural-networks language-model deepmind

Learning To Communicate Pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

✭ 236

python deep-learning reinforcement-learning deep-reinforcement-learning recurrent-neural-networks dqn rl deepmind

Nfnets Pytorch

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch

✭ 215

python pytorch paper image-classification deepmind

Visual Interaction Networks Pytorch

This's an implementation of deepmind Visual Interaction Networks paper using pytorch

✭ 164

python deep-learning machine-learning pytorch computer-vision convolutional-neural-networks physics deepmind

Pbt

Population Based Training (in PyTorch with sqlite3). Status: Unsupported

✭ 138

python deep-learning hyperparameter-optimization hyperparameter-tuning deepmind

Visual Interaction Networks tensorflow

Tensorflow Implementation of Visual Interaction Networks

✭ 133

python tensorflow computer-vision physics-engine deepmind agi

Advanced Deep Learning And Reinforcement Learning Deepmind

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

✭ 121

jupyter-notebook deep-learning reinforcement-learning deep-reinforcement-learning deepmind

Multi object datasets

Multi-object image datasets with ground-truth segmentation masks and generative factors.

✭ 121

python segmentation datasets representation-learning deepmind

Torch Gqn

PyTorch Implementation of Generative Query Network

✭ 118

python pytorch generative-model deepmind

Startcraft pysc2 minigames

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

✭ 113

python reinforcement-learning machinelearning deepmind

Nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

✭ 110

python deep-learning machine-learning pytorch neural-network deepmind logic

Pathnet

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

✭ 96

python deep-learning tensorflow transfer-learning deepmind agi

Allie

Allie: A UCI compliant chess engine

✭ 89

neural-network chess deepmind

Nfnets pytorch

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

✭ 85

python pytorch pretrained-models deepmind

Sc2aibot

Implementing reinforcement-learning algorithms for pysc2 -environment

✭ 83

python tensorflow reinforcement-learning ppo deepmind

Dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

✭ 75

python reinforcement-learning openai-gym gym deepmind

Recurrent Environment Simulators

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

✭ 73

python tensorflow neural-network reinforcement-learning convolutional-neural-networks recurrent-neural-networks deepmind

Mujocounity

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

✭ 47

deep-learning unity unity3d reinforcement-learning neural-networks deep-reinforcement-learning deepmind

Ml In Tf

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

✭ 45

python machine-learning tensorflow reinforcement-learning convolutional-neural-networks neural-networks deep-reinforcement-learning recurrent-neural-networks dqn mnist deepmind

Mnist Ewc

Implementation of ews weight constraint mentioned in recent Deep Mind paper: http://www.pnas.org/content/early/2017/03/13/1611835114.full.pdf

✭ 9

jupyter-notebook mnist deepmind

Pysc2 Examples

StarCraft II - pysc2 Deep Reinforcement Learning Examples

✭ 722

python machine-learning reinforcement-learning ai deep-reinforcement-learning deepmind deep-q-network

Reaver

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

✭ 499

python deep-learning machine-learning tensorflow artificial-intelligence reinforcement-learning actor-critic deepmind

Conditional Pixelcnn Decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

✭ 479

python deep-learning tensorflow paper convolution deepmind

Spriteworld

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

✭ 337

python procedural environment rl sprites deepmind generative

Deep Learning

深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……

✭ 329

python deep-learning machine-learning tensorflow keras neural-network artificial-intelligence caffe deepmind

Reinforcement Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

✭ 3,329

Jupyter Notebook python deep-learning machine-learning artificial-intelligence reinforcement-learning deep-reinforcement-learning dqn ppo deepmind qlearning evolution-strategies a2c policy-gradients

Generative Query Network Pytorch

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

✭ 294

jupyter-notebook pytorch deepmind

Alphagozero Python Tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

✭ 292

python supervised-learning deepmind

reinforce-js

[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

✭ 68

python game machine-learning reinforcement-learning deep-learning tensorflow tic-tac-toe connect-four reversi mcts othello tictactoe resnet deepmind connect4 alphago-zero alpha-zero alphazero self-play

scan

SCAN: Learning Abstract Hierarchical Compositional Visual Concepts

✭ 54

python shell tensorflow scan deepmind

relation-network

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

✭ 45

python natural-language-processing tensorflow embeddings deepmind babi-tasks tensorflow-models relation-networks

muzero

A simple implementation of MuZero algorithm for connect4 game

✭ 87

Jupyter Notebook python jupyter-notebook pytorch deepmind muzero

pysc2

StarCraft II Learning Environment

✭ 7,529

python machine-learning reinforcement-learning starcraft-ii-replays starcraft-ii blizzard-api deepmind

wavenet-classifier

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks