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Fei Gui's Projects

horovod icon horovod

Distributed training framework for TensorFlow.

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

leveldb icon leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

lightgbm icon 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.

lstm icon lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

madrl icon madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

maxenttm icon maxenttm

Code repository for "Spatiotemporal Traffic Matrix Synthesis", Paul Tune and Matthew Roughan, ACM SIGCOMM 2015, London, UK, August 2015.

ncflow icon ncflow

Anonymized code for NCFlow, NSDI 2021 Spring submission

netbench icon netbench

Packet simulator for data center network topologies, routing, and congestion control

ns3-gym icon ns3-gym

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

ns3-rdma icon ns3-rdma

NS3 simulator for RDMA over Converged Ethernet v2 (RoCEv2), including the implementation of DCQCN, TIMELY, PFC, ECN and shared buffer switch

onnx icon onnx

Open Neural Network Exchange

param icon param

PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.

pop icon pop

Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021

ps-lite icon ps-lite

A lightweight parameter server interface

pymarl icon pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

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