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The Top 29 Deepmind Open Source Projects
Categories
>
Machine Learning
>
Deepmind
Pysc2
⭐
7,235
StarCraft II Learning Environment
Reinforcement Learning
⭐
3,209
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Pysc2 Examples
⭐
725
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Reaver
⭐
502
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Conditional Pixelcnn Decoder
⭐
481
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Spriteworld
⭐
341
Spriteworld: a flexible, configurable python-based reinforcement learning environment
Deep Learning
⭐
333
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……
Generative Query Network Pytorch
⭐
297
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
Alphagozero Python Tensorflow
⭐
296
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)
Nfnets Pytorch
⭐
248
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
Learning To Communicate Pytorch
⭐
238
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Relational Rnn Pytorch
⭐
237
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
Visual Interaction Networks Pytorch
⭐
164
This's an implementation of deepmind Visual Interaction Networks paper using pytorch
Pbt
⭐
140
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
Visual Interaction Networks_tensorflow
⭐
134
Tensorflow Implementation of Visual Interaction Networks
Multi_object_datasets
⭐
127
Multi-object image datasets with ground-truth segmentation masks and generative factors.
Advanced Deep Learning And Reinforcement Learning Deepmind
⭐
124
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Torch Gqn
⭐
120
PyTorch Implementation of Generative Query Network
Startcraft_pysc2_minigames
⭐
117
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
Pathnet
⭐
97
Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Nfnets_pytorch
⭐
94
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
Allie
⭐
89
Allie: A UCI compliant chess engine
Sc2aibot
⭐
83
Implementing reinforcement-learning algorithms for pysc2 -environment
Dmc2gym
⭐
79
OpenAI Gym wrapper for the DeepMind Control Suite
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
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Application Programming Interfaces
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Applications
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Artificial Intelligence
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Blockchain
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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