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Hongzi Mao's Projects

6.824 icon 6.824

MIT 6.824 Distributed System Spring 2016

6.854 icon 6.854

MIT 6.854 Advanced Algorithms Fall 2016 http://courses.csail.mit.edu/6.854/16/

a3c icon a3c

Tensorflow implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

aioprocessing icon aioprocessing

A Python 3.4+ library that integrates the multiprocessing module with asyncio

async-rl icon async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe icon caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

cecil icon cecil

Cecil is a library to generate and inspect .NET programs and libraries.

ddpg-aigym icon ddpg-aigym

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

decima-sim icon decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

deep-rl icon deep-rl

Collection of Deep Reinforcement Learning algorithms

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deeprm icon deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

elf icon elf

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

fbx2gltf icon fbx2gltf

A command-line tool for the conversion of 3D model assets on the FBX file format to the glTF file format.

iscissor icon iscissor

HKUST COMP 5421 Computer Vision Project 1

iterm2-color-schemes icon iterm2-color-schemes

Over 225 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal, Visual Studio, Alacritty

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