learnibg Goto Github PK

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

aflddpg

awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

by-aflddpg

cooperative-caching-in-vec-based-on-asynchronous-fl-and-drl

drl

Deep Reinforcement Learning(王树森）

droo

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

fate

An Industrial Grade Federated Learning Framework

fedavg.pytorch

A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017

fedavgpy

On the Convergence of FedAvg on Non-IID Data

federallearning

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

federated

A framework for implementing federated learning

federated-learning

联邦学习

fedl

FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

gfl

Galaxy Federated Learning Framework （星际联邦学习框架）

hierfl

Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

lydroo

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

mec_drl

Deep reinforcement learning for mobile edge computing

metarl-offloading

pfedhn

Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]

resources-allocation-in-the-edge-computing-environment-using-reinforcement-learning

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

SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence

simple_reinforcement_learning

task-offloading-edge-computing

Simulation code for multi-user offloading in edge computing newtorks

ucmec-mmwave-fronthaul

Simulation code of our paper ''Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing''

wangshusen.github.io

user page

wireless-fl