Awesome Open Source
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The Top 29 Deepmind Open Source Projects

Categories > Machine Learning > Deepmind
Pysc2 ⭐ 7,294
StarCraft II Learning Environment
Reinforcement Learning ⭐ 3,264
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Pysc2 Examples ⭐ 730
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Reaver ⭐ 510
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Conditional Pixelcnn Decoder ⭐ 482
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Spriteworld ⭐ 344
Spriteworld: a flexible, configurable python-based reinforcement learning environment
Deep Learning ⭐ 340
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……
Alphagozero Python Tensorflow ⭐ 301
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)
Generative Query Network Pytorch ⭐ 301
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
Nfnets Pytorch ⭐ 272
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
Learning To Communicate Pytorch ⭐ 251
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Relational Rnn Pytorch ⭐ 239
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
Visual Interaction Networks Pytorch ⭐ 163
This's an implementation of deepmind Visual Interaction Networks paper using pytorch
Pbt ⭐ 144
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
Multi_object_datasets ⭐ 136
Multi-object image datasets with ground-truth segmentation masks and generative factors.
Visual Interaction Networks_tensorflow ⭐ 133
Tensorflow Implementation of Visual Interaction Networks
Advanced Deep Learning And Reinforcement Learning Deepmind ⭐ 126
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Torch Gqn ⭐ 123
PyTorch Implementation of Generative Query Network
Startcraft_pysc2_minigames ⭐ 119
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
Nalu ⭐ 110
Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al
Nfnets_pytorch ⭐ 107
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
Pathnet ⭐ 98
Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Allie ⭐ 89
Allie: A UCI compliant chess engine
Dmc2gym ⭐ 88
OpenAI Gym wrapper for the DeepMind Control Suite
Sc2aibot ⭐ 83
Implementing reinforcement-learning algorithms for pysc2 -environment
Recurrent Environment Simulators ⭐ 73
Deepmind Recurrent Environment Simulators paper implementation in tensorflow
Mujocounity ⭐ 47
Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).
Ml In Tf ⭐ 45
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Mnist Ewc ⭐ 9
Implementation of ews weight constraint mentioned in recent Deep Mind paper: http://www.pnas.org/content/early/2017/03/13/1611835114.full.pdf
1-29 of 29 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210