Gary Wang's repositories
ALI
Adversarially Learned Inference
awesome-courses
:books: List of awesome university courses for learning Computer Science!
chat_corpus
chat corpus collection from various open sources
Deep-RL-Tutorials
A list of ipython notebook tutorials on deep RL methods, running on OpenAI Gym
Deep_Reinforcement_Learning
Series Algorithms of Deep Reinforcement Learning, such as DQN, DDQN, one-step-DQN, DDPG, etc
DeepRL-InformationExtraction
Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954
dl-docker
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
dqn
DQN implementation in Keras + TensorFlow + OpenAI Gym
fast-wavenet
Efficient implementation of Wavenet generation.
fast-weights
Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)
google-interview-university
A complete daily plan for studying to become a Google software engineer.
magenta
Magenta: Music and Art Generation with Machine Intelligence
malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment.
models
Models built with TensorFlow
modular_rl
Implementation of TRPO and related algorithms
needle
some RL algorithms
nlp-datasets
A list of datasets/corpora for NLP tasks, in reverse chronological order.
recurrentshop
Framework for building complex recurrent neural networks with Keras
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Research-RL
latest research in DeepMind
rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
SA-tensorflow
Soft attention mechanism for video caption generation
SeqGAN
Implementation of Sequence Generative Adversarial Nets with Policy Gradient
Tensorflow-101
TensorFlow Tutorials
tensorflow_with_latest_papers
Implementation of Newest RNN and Seq2Seq Features
tf_chatbot_seq2seq_antilm
Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.
time_series
Data package: time series of load, wind and solar generation