Xiaowei Hu's repositories
CycleGAN-tensorflow
Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf
pysc2-agents
This is a simple implementation of DeepMind's PySC2 RL agents.
dag_executor
a tiny DAG execution engine.
tensorflow-tutorial
TensorFlow and Deep Learning Tutorials
acm-challenge-workbook
《挑战程序设计竞赛》习题册攻略
async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
cityscapesScripts
README and scripts for the Cityscapes Dataset
DCGAN-tensorflow
A tensorflow implementation of Deep Convolutional Generative Adversarial Networks
EffectiveTensorflow
TensorFlow tutorials and best practices.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
pysc2
StarCraft II Learning Environment
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
ray
A high-performance distributed execution engine
reconhub.github.io
Official website for RECON - The R Epidemics CONsortium
reinforcement-learning-an-introduction
Python implementation for Reinforcement Learning: An Introduction
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-reinforce
Implementations of Reinforcement Learning Models in Tensorflow