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Xudong Liao's Projects

alfalfa icon alfalfa

Purely functional video codec, used for ExCamera and Salsify

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

doomemacs icon doomemacs

An Emacs framework for the stubborn martian hacker

euler icon euler

A distributed graph deep learning framework.

genericcc icon genericcc

An interface to program any congestion control protocol for an unreliable connection based protocol sent over UDP. It comes with a clean TrafficGenerator interface that can generate traffic for each of these various protocols. Also supports other congestion control protocols

mvfst-rl icon mvfst-rl

An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.

ndp icon ndp

NDP datacenter stack

ns3-gym icon ns3-gym

ns3-gym - The Playground for Reinforcement Learning in Networking Research

pcc-rl icon pcc-rl

Reinforcement learning resources for PCC.

ps-lite icon ps-lite

A lightweight parameter server interface

puffer icon puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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