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Name: zsc
Type: User
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Name: zsc
Type: User
Bio: null
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
DASH meets ns3-gym, an inclusive discrete environment to test ML for video streaming.
This gym leverages NS3 and WebRTC, which can be used by reinforcement learning or other methods to build a Bandwidth Controller for WebRTC
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
吴恩达老师的机器学习课程个人笔记
数据科学的笔记以及资料搜集
白板推导系列课程笔记 初版
Enable the interaction between ns-3 and popular frameworks using Python, which mean you can train and test your AI algorithms in ns-3 without changing any frameworks you are using now!
ns3-gym - The Playground for Reinforcement Learning in Networking Research
Adaptive Video Streaming with Layered Neural Codecs
Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)
The simplest implementation of Pensieve (SIGCOMM 17') via state-of-the-art RL algorithms, including PPO, DQN, and SAC
Pensieve on python 3.8 & tensorflow 2.7
use PPO and A2C to learn an optimal bitrate adaptation policy for traditional video streaming. These algorithms were implemented with Pytorch and python3.6
a pytorch implementation of pensieve (https://github.com/hongzimao/pensieve)
https://hrl.boyuai.com/
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Python Implementation of Reinforcement Learning: An Introduction
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Implementation of Reinforcement learning algortihm in HTTP Adaptive Streaming (HAS) over NS3
RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking
Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.
ACM MULTIMEDIA 2022 Grand Challenge
A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications (SIGCOMM '21)
An educational resource to help anyone learn deep reinforcement learning.
Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"
A simulation framework of adaptive video streaming over wireless home networks using ns-3. The final project for CPSC 8510 Software Systems for Data Communication.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.