Discover @confiwent Open Source projects

Nuowen Kan (@confiwent)

confiwent

Stars
108
Global Rank 195,681 (Top 7 %)
Followers 26
Following 10
Registered about 7 years ago
Most used languages

Python
85.7 %

DIGITAL Command Language 14.3 %
Location 🇨🇳 China
Country Total Rank 31,369
Country Ranking

DIGITAL Command Language 8

Python
4,763

BayesMPC

The implementation of "Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control" (NOSSDAV 2021)

NeuralABR-Pensieve-PPO-MAML

Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and python3

merina

Implementation of Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning - N. Kan et al. (ACM MM22)

Topology_Zoo_dataset

A dataset of network topology, including the nodes/edges features and traffic matrices.

Real-world-bandwidth-traces

Real-world network throughputs traces used in MERINA(+)

DIGITAL Command Language

Comyco_Reimplement

A re-implemetation of Comyco(ACMMM19' Huang, et al.). The QoE metric is simplified to the linear and objective measurement.

merina-plus

Implementation of the paper "MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning" - N. Kan, et. al., 2023

Results-Processing-in-Academic-Writing

Some common picture processings might be used in academic writing