Tianchi Huang's repositories
bandit-algorithms
Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]
ccp-quic
CCP Datapath in QUIC
CloudSimPy
CloudSimPy: Datacenter job scheduling simulation framework
clusterdata
cluster data collected from production clusters in Alibaba for cluster management research
decima-sim
Learning Scheduling Algorithms for Data Processing Clusters
indigo
Empirically learned congestion control by imitation learning with RNNs
input_driven_rl_example
Variance Reduction for Reinforcement Learning in Input-Driven Environments (ICLR '19)
lime
Lime: Explaining the predictions of any machine learning classifier
Live-Video-Streaming-Challenge
ACM MULTIMEDIA 2019 Grand Challenge
magenta
Magenta: Music and Art Generation with Machine Intelligence
Morph
A Fast and Scalable Cloud/Distributed Transcoding System
open-mccree
A front end solution for mutlimedia loading, mux, demux, stream and play.
pantheon
Pantheon of Congestion Control
pquic
The PQUIC implementation, a framework that enables QUIC clients and servers to dynamically exchange protocol plugins that extend the protocol on a per-connection basis
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
RED
Implementation of Random Expert Distillation
SafeOpt
Safe Bayesian Optimization
shadowsocks_install
Auto Install Shadowsocks Server for CentOS/Debian/Ubuntu