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Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Deep Reinforcement Learning(王树森)
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
An Industrial Grade Federated Learning Framework
A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
On the Convergence of FedAvg on Non-IID Data
通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from Non-IID Data两篇论文,复现FedAvg与STC算法,完成LSTM模型+ Shakespeare数据集的字符预测任务
A framework for implementing federated learning
联邦学习
FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)
Galaxy Federated Learning Framework (星际联邦学习框架)
Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
Deep reinforcement learning for mobile edge computing
Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
Simulation code for multi-user offloading in edge computing newtorks
Simulation code of our paper ''Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing''
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
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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
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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.