G-Wang

Research-RL

latest research in DeepMind

Deep_Reinforcement_Learning

Series Algorithms of Deep Reinforcement Learning, such as DQN, DDQN, one-step-DQN, DDPG, etc

A3C

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

cartpoleplusplus

3d cartpole gym env using bullet physics trained from pixels with tensorflow LRPG, DDPG & NAF

malmomo

tensorflow deep RL hacking on minecraft with malmo

sugartensor

A slim tensorflow wrapper that provides syntactic sugar for tensor variables. This library will be helpful for practical deep learning researchers not beginners.

timeseries_gan

A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.

ac-gan

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

tensorflow-tutorial

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

data_hacking

Data Hacking Project

fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

SnapshotEnsemble

Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)

Ubuntu-Multiresolution-Tools

Dialogue corpus creation and evaluation scripts for the Ubuntu Dialogue Corpus.

hed-dlg

Hierarchical Encoder Decoder for Dialog Modelling

time_series

Data package: time series of load, wind and solar generation

vime

Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"

modular_rl

Implementation of TRPO and related algorithms

awesome-public-datasets

A topic-centric list of HQ open datasets.

ALI

Adversarially Learned Inference

Manual

You were probably looking for our website... this is it. We moved our website here, so you can see the insides of how we work.

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

js-stack-from-scratch

🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.

vindinium-curses_ui

Python/Curses user interface for the Vindinium A.I contest. See http://www.vindinium.org

gvgai

This is the framework for the General Video Game Competition - http://www.gvgai.net/

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

lm

torch-rnnlib

This library provides utilities for creating and manipulating RNNs to model sequential data.

models

Models and examples built with TensorFlow

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library