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The Top 408 Deepmind Open Source Projects

Categories > Machine Learning > Deepmind
Lectures ⭐ 14,554
Oxford Deep NLP 2017 course
most recent commit 5 years ago
Deepmind Research ⭐ 10,646
This repository contains implementations and illustrative code to accompany DeepMind publications
most recent commit 2 months ago
Pysc2 ⭐ 7,561
StarCraft II Learning Environment
dependent packages 6total releases 8most recent commit 2 months agopypi PySC2} Downloads
Lab ⭐ 6,699
A customisable 3D platform for agent-based AI research
most recent commit 4 months ago
Tensorflow Wavenet ⭐ 4,926
A TensorFlow implementation of DeepMind's WaveNet paper
most recent commit 2 years ago
Speech To Text Wavenet ⭐ 3,586
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
most recent commit a year ago
Minigo ⭐ 3,229
An open-source implementation of the AlphaGoZero algorithm
most recent commit 2 years ago
Reinforcement Learning ⭐ 3,220
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
most recent commit 2 years ago
Dm_control ⭐ 2,943
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
dependent packages 12total releases 25most recent commit 14 days agopypi dm-control} Downloads
Dm Haiku ⭐ 2,180
JAX-based neural network library
dependent packages 42total releases 10most recent commit 6 days agopypi dm-haiku} Downloads
Deepmind Atari Deep Q Learner ⭐ 1,780
The original code from the DeepMind article + my tweaks
most recent commit 5 years ago
Deeprl ⭐ 1,733
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
most recent commit 6 months ago
Chess Alpha Zero ⭐ 1,666
Chess reinforcement learning by AlphaGo Zero methods.
most recent commit 2 years ago
Tacotron 2 ⭐ 1,572
DeepMind's Tacotron-2 Tensorflow implementation
most recent commit 2 years ago
Byol Pytorch ⭐ 1,223
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 24most recent commit 6 months agopypi byol-pytorch} Downloads
Alphazero.jl ⭐ 1,042
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
most recent commit 3 months ago
Wavenet ⭐ 1,040
Keras WaveNet implementation
most recent commit a year ago
Scalable_agent ⭐ 746
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
most recent commit 4 years ago
Pysc2 Examples ⭐ 721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
most recent commit 2 years ago
Pytorch Pretrained Biggan ⭐ 670
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
most recent commit 3 years ago
Replicating Deepmind ⭐ 646
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind
most recent commit 8 years ago
Machine_learning_study_path ⭐ 626
机器学习过程中所看的书，视频和源码
most recent commit 4 years ago
Seed_rl ⭐ 602
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
most recent commit a year ago
Deepmind Advanced Deep Learning And Reinforcement Learning ⭐ 587
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind
most recent commit 3 years ago
Reaver ⭐ 516
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
total releases 14most recent commit 2 years ago
Rlzoo ⭐ 503
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6most recent commit 7 months ago
Vector Quantize Pytorch ⭐ 496
Vector Quantization, in Pytorch
dependent packages 6total releases 36most recent commit 2 months agopypi vector-quantize-pytorch} Downloads
Conditional Pixelcnn Decoder ⭐ 470
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
most recent commit 4 years ago
Keras Wavenet ⭐ 415
Keras implementation of deepmind's wavenet paper
most recent commit 3 years ago
Deepmind Teaching Machines To Read And Comprehend ⭐ 410
Implementation of "Teaching Machines to Read and Comprehend" proposed by Google DeepMind
most recent commit 6 years ago
Pytorch I3d ⭐ 393
most recent commit 3 years ago
Lab2d ⭐ 373
A customisable 2D platform for agent-based AI research
most recent commit a month ago
Awesome Deep Rl ⭐ 369
A curated list of awesome Deep Reinforcement Learning resources.
most recent commit 4 months ago
Unreal ⭐ 365
Reinforcement learning with unsupervised auxiliary tasks
most recent commit 4 years ago
Video Understanding Dataset ⭐ 352
A collection of recent video understanding datasets, under construction!
most recent commit 4 years ago
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……
most recent commit a year ago
Alphagozero Python Tensorflow ⭐ 330
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)
most recent commit 13 days ago
Drq ⭐ 320
DrQ: Data regularized Q
most recent commit a year ago
Nfnets Pytorch ⭐ 316
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
total releases 13most recent commit 2 months ago
Dqn_zoo ⭐ 308
DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
most recent commit 10 days ago
Spriteworld ⭐ 306
Spriteworld: a flexible, configurable python-based reinforcement learning environment
dependent packages 2total releases 5most recent commit 2 years agopypi spriteworld} Downloads
Curl ⭐ 280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
most recent commit 2 years ago
Generative Query Network Pytorch ⭐ 274
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
most recent commit 3 years ago
Planet ⭐ 268
Deep Planning Network: Control from pixels by latent planning with learned dynamics
most recent commit a year ago
Relational Rnn Pytorch ⭐ 228
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
most recent commit 4 years ago
Pytorch Actorcriticrl ⭐ 221
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
most recent commit 5 years ago
A Guide To Deepminds Starcraft Ai Environment ⭐ 194
This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube
most recent commit 4 years ago
Dm_memorytasks ⭐ 193
A set of 13 diverse machine-learning tasks that require memory to solve.
most recent commit a year ago
Dm_env ⭐ 189
A Python interface for reinforcement learning environments
total releases 3most recent commit 10 months ago
Learning To Communicate Pytorch ⭐ 187
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
most recent commit 4 years ago
Attentive Reader Tensorflow ⭐ 187
in progress
most recent commit 5 years ago
Disentangled_vae ⭐ 179
Replicating "Understanding disentangling in β-VAE"
most recent commit 4 years ago
Vq Vae ⭐ 169
VQ-VAE implementation / pytorch
most recent commit 5 years ago
Visual Interaction Networks Pytorch ⭐ 164
This's an implementation of deepmind Visual Interaction Networks paper using pytorch
most recent commit 5 years ago
Minifold ⭐ 153
MiniFold: Deep Learning for Protein Structure Prediction inspired by DeepMind AlphaFold algorithm
most recent commit 2 years ago
Multi_object_datasets ⭐ 151
Multi-object image datasets with ground-truth segmentation masks and generative factors.
most recent commit 10 months ago
Game Ai ⭐ 140
Game AI for Machine Learning for Hackers #3
most recent commit 6 years ago
Scalphagozero ⭐ 139
An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)
most recent commit 3 years ago
Visual Interaction Networks_tensorflow ⭐ 133
Tensorflow Implementation of Visual Interaction Networks
most recent commit 3 years ago
Tensorflow Wavenet ⭐ 132
speech recognition based on tensorflow 1.0.0
most recent commit 5 years ago
Kinetics Downloader ⭐ 131
Download DeepMind's Kinetics dataset.
most recent commit 3 years ago
Ai Reading List ⭐ 124
Up to date list of the most interesting papers in AI
most recent commit 7 years ago
Pbt ⭐ 122
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
most recent commit 5 years ago
Alphastar_implementation ⭐ 115
This project is implementation code of AlphaStar
most recent commit 2 months ago
Mzutils ⭐ 111
total releases 150most recent commit a month ago
Nalu ⭐ 109
Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al
total releases 4most recent commit 4 years ago
Dmc2gym ⭐ 108
OpenAI Gym wrapper for the DeepMind Control Suite
most recent commit 8 months ago
Torch Gqn ⭐ 106
PyTorch Implementation of Generative Query Network
most recent commit 4 years ago
Pytorch Ewc ⭐ 106
Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"
most recent commit 3 years ago
Dnc ⭐ 106
Implementation of the Differentiable Neural Computer in Tensorflow
most recent commit 5 years ago
Mac Graph ⭐ 105
The MacGraph network. An attempt to get MACnets running on graph knowledge
most recent commit 4 years ago
Startcraft_pysc2_minigames ⭐ 104
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
most recent commit 4 years ago
Deep_reinforcement_learning ⭐ 102
Resources, papers, tutorials
most recent commit 2 years ago
Pysc2 Rl Agents ⭐ 99
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
most recent commit 4 years ago
Pathnet ⭐ 98
Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
most recent commit 5 years ago
Dm Fonts ⭐ 98
DM Sans, DM Serif
most recent commit 2 years ago
Nfnets_pytorch ⭐ 94
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
most recent commit 2 years ago
Awesome Rl ⭐ 94
Awesome RL: Papers, Books, Codes, Benchmarks
most recent commit 2 years ago
Lipreading ⭐ 92
Speech Recognition without audio input
most recent commit 4 years ago
Wavenet ⭐ 91
Chainer implementation of Deepmind's WaveNet
most recent commit 5 years ago
Generative Query Network ⭐ 91
This is the code for "DeepMind Reinforcement Learning" By Siraj Raval on Youtube
most recent commit 4 years ago
Dqfd ⭐ 90
An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning
most recent commit 5 years ago
Pytorch Neucom ⭐ 90
Pytorch implementation of DeepMind's differentiable neural computer paper.
most recent commit 5 years ago
Dqn Atari ⭐ 89
A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well
most recent commit 5 years ago
Allie ⭐ 89
Allie: A UCI compliant chess engine
most recent commit a year ago
Advanced Deep Learning And Reinforcement Learning Deepmind ⭐ 87
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
most recent commit 3 years ago
Compressive Transformer Pytorch ⭐ 86
Pytorch implementation of Compressive Transformers, from Deepmind
total releases 35most recent commit a year ago
Sc2aibot ⭐ 84
Implementing reinforcement-learning algorithms for pysc2 -environment
most recent commit 5 years ago
Connect4 Alpha Zero ⭐ 83
Connect4 reinforcement learning by AlphaGo Zero methods.
most recent commit 4 years ago
Deeplearningreading ⭐ 78
Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
most recent commit 6 years ago
Skrl ⭐ 73
Modular and flexible reinforcement learning library with support for Isaac Gym and Omniverse Isaac Gym environments
most recent commit a day ago
Cs234 Reinforcement Learning Winter 2019 ⭐ 73
My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019
most recent commit 2 years ago
Recurrent Environment Simulators ⭐ 73
Deepmind Recurrent Environment Simulators paper implementation in tensorflow
most recent commit 5 years ago
Chimp ⭐ 72
General purpose framework for deep reinforcement learning
most recent commit 6 years ago
Synthetic_gradients_explained ⭐ 63
This is the code for "Synthetic Gradients Explained" by Siraj Raval on Youtube
most recent commit 4 years ago
Objects That Sound ⭐ 62
Implementation of Google Deepmind's paper `Objects that Sound`
most recent commit 4 years ago
C51dqn ⭐ 53
A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)
most recent commit 5 years ago
Dm_hard_eight ⭐ 52
most recent commit 2 years ago
Dm2gym ⭐ 52
Convert DeepMind Control Suite to OpenAI gym environments.
total releases 3most recent commit 3 years ago
Jax Rl ⭐ 52
JAX implementations of core Deep RL algorithms
most recent commit 5 months ago
1-100 of 408 projects
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Frameworks 📦 178
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Learning Resources 📦 139
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