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The Top 89 Deepmind Open Source Projects on Github
Categories
>
Machine Learning
>
Deepmind
Pysc2
⭐
7,315
StarCraft II Learning Environment
Reinforcement Learning
⭐
3,220
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Pysc2 Examples
⭐
721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Reaver
⭐
516
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Conditional Pixelcnn Decoder
⭐
470
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
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……
Spriteworld
⭐
306
Spriteworld: a flexible, configurable python-based reinforcement learning environment
Generative Query Network Pytorch
⭐
274
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
Alphagozero Python Tensorflow
⭐
272
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
⭐
252
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
Relational Rnn Pytorch
⭐
228
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
Learning To Communicate Pytorch
⭐
187
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Visual Interaction Networks Pytorch
⭐
164
This's an implementation of deepmind Visual Interaction Networks paper using pytorch
Visual Interaction Networks_tensorflow
⭐
133
Tensorflow Implementation of Visual Interaction Networks
Pbt
⭐
122
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
Nalu
⭐
109
Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al
Torch Gqn
⭐
106
PyTorch Implementation of Generative Query Network
Startcraft_pysc2_minigames
⭐
104
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
Pathnet
⭐
98
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".
Multi_object_datasets
⭐
93
Multi-object image datasets with ground-truth segmentation masks and generative factors.
Allie
⭐
89
Allie: A UCI compliant chess engine
Advanced Deep Learning And Reinforcement Learning Deepmind
⭐
87
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Sc2aibot
⭐
84
Implementing reinforcement-learning algorithms for pysc2 -environment
Recurrent Environment Simulators
⭐
73
Deepmind Recurrent Environment Simulators paper implementation in tensorflow
Objects That Sound
⭐
62
Implementation of Google Deepmind's paper `Objects that Sound`
Dmc2gym
⭐
53
OpenAI Gym wrapper for the DeepMind Control Suite
Scan
⭐
52
SCAN: Learning Abstract Hierarchical Compositional Visual Concepts
Mujocounity
⭐
48
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!
Alpha Zero
⭐
45
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.
Relation Network
⭐
43
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.
Wavenet Classifier
⭐
42
Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
Haiku Scalable Example
⭐
42
Scalable distributed reinforcement learning agents on kubernetes
Muzero
⭐
42
A simple implementation of MuZero algorithm for connect4 game
Jax Rl
⭐
41
JAX implementations of core Deep RL algorithms
Pytorch Rl Cpp
⭐
31
A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
Overcoming Catastrophic Forgetting In Neural Networks
⭐
29
Elastic weight consolidation technique for incremental learning.
Nalu Tf
⭐
29
Tensorflow implementation of Neural Arithmetic Logic Unit, Trask et al.
Two Step Task
⭐
28
Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".
Dnc
⭐
26
Differentiable Neural Computer in TensorFlow
Activeragdollassaultcourse
⭐
22
Research into Assault Course for training Active Ragdolls (using MujocoUnity+ml_agents)
Nalu
⭐
20
Neural Arithmetic Logic Units
Activeragdollcontrollers
⭐
20
Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)
Neural Arithmetic Logic Units
⭐
18
MXNet Implementation of DeepMind's Neural Arithmetic Logic Units (NALU)
Reinforce Js
⭐
17
[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.
Neural Scene Representation And Rendering
⭐
15
Generative Query Network for rendering 3D scenes from 2D images
Nfnets Tensorflow 2
⭐
13
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
Nalu
⭐
12
Neural Arithmetic Logic Units by Trask et al.
Deep Reinforcement Learning With Double Q Learning
⭐
11
📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️
Grid Cells
⭐
10
Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy
Meta Rl Twostep Task
⭐
10
PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!
Reasoning About Entailment Tensorflow
⭐
9
🏫 Tensorflow implementation of "Reasoning About Entailment with Neural Attention"
Model Free Episodic Control
⭐
9
Model-Free-Episodic-Control implementation.
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
Human Level Control Through Deep Reinforcement Learning
⭐
9
📖 Paper: Human-level control through deep reinforcement learning 🕹️
Rl_pysc2
⭐
8
DRL algorithms for Starcraft II
Deeplearning
⭐
8
Deep Learning track / hackdays
Lernd
⭐
7
Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.
Pbt Gan
⭐
6
Applying Population Based Training on Generative Adversarial Networks.
Playing Hard Exploration Games By Watching Youtube
⭐
6
[WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)
David Silver Rl Notes
⭐
6
Notes about David Silver's course on Reinforcement Learning
Kinetics
⭐
6
Python script to mine the Kinetics dataset.
Reinforcementlearning.today
⭐
6
Made for a reading group at the Center for Safe AGI.
Twelveshogi_alphazero
⭐
5
A simplified version of Shogi with the AI is trained by alpha-zero-type training method
Asynchronous_1step
⭐
5
TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.
Dqn
⭐
5
This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.
Pong Dqn
⭐
5
RL Agent for Atari Game Pong
Interval Bound Propagation Chainer
⭐
5
Sven Gowal et al., Scalable Verified Training for Provably Robust Image Classification, ICCV 2019
Beta Vae
⭐
4
To learn and reason like humans, AI must first learn to factorise interpretable representations of independent data generative factors (preferably in an unsupervised manner!!). What does all this mean? Go through this tutorial to get an overview of disentanglement in the context of unsupervised visual disentangled representation learning.
Dctransformer Pytorch
⭐
4
Unofficial PyTorch implementation of the paper "Generating images with sparse representations"
Wavenet
⭐
3
Keras and PyTorch implementations for Google's WaveNet
Tarok
⭐
3
♠️ Slovenian Tarok card game environment for the OpenSpiel framework.
Jitterbug
⭐
3
A Jitterbug dm_control Reinforcement Learning domain
Deep Learning Resources
⭐
3
Books, courses, videos and blogs, mostly about Deep Learning.
Detcon Pytorch
⭐
2
PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)
Learning Agents
⭐
2
Reinforcement Learning Agents learn with Deep-Q-Learning Network to collect superior and avoid inferior items.
Npi_bubblesort
⭐
2
Nerual program interpreters of bubblesort
Dockerizedopenspiel
⭐
2
A dockerfile template containing the OpenSpiel RL environment.
Othello_ltbel
⭐
2
A AlphaZero implementation for Othello 10x10 / Reversi using C++
Alphazero
⭐
2
An Implementation of the AlphaZero Paper
Alphago Zero Implementation Using Reinforcement Learning
⭐
1
This is my implementation of the DeepMind's AlphaZero algorithm for the Game of Go
Pbt Sa
⭐
1
Implementation of the Google DeepMind paper introducing population-based training, except applied to simulated annealing instead of neural networks.
Masterai 2.0 1vs1 Nolimit
⭐
1
MasterAI is an AI poker dedicated to suport n-play (single- or multi-agent) Texas Hold'em imperfect-informatin games.
Population Based Training Of Nns
⭐
1
Applying PBT optimization technique to different domains
Commonsgame
⭐
1
An OpenAI gym multi-agent environment implementing the Commons Game proposed in "A multi-agent reinforcement learning model of common-pool resource appropriation"
Meta Rl Harlow
⭐
1
PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two papers. Check the ReadMe for more details!
Scene Generation From Novel Viewpoints Gens
⭐
1
Scene generation from novel viewpoints - Graph element networks
Awesome Papers
⭐
0
❄️ All about my interest Papers and Review :)
1-89 of 89 projects
Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
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📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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