qianwangthu

feedback-nips2014-wq

A3C

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

A3C-PyTorch

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

Chinese-translation-for-Handbook-of-High-Frequency-Trading-and-Modeling-in-Finance-

CodeGAN

Source Code Generation using Sequence Generative Adversarial Networks :octocat:

ERPP-RMTPP

A pytorch implementation of ERPP and RMTPP on ATM maintenance dataset.

gps

Guided Policy Search

gym

A toolkit for developing and comparing reinforcement learning algorithms.

homework

Assignments for CS294-112.

jheusser.github.com

Blog

LOB

Benchmark Dataset of Limit Order Book in China Markets

NAF-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

NJODE

code for "Neural Jump Ordinary Differential Equations"

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

pysc2

StarCraft II Learning Environment

refinenet

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Robotiq-UR5

Simulator of UR5 robotic arm with Robotiq gripper, built with MuJoCo

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

shadowsocks

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

summary

tf_models