AeolusMe

AeolusMe's Stars

• danielwegener/logback-kafka-appender

  Logback appender for Apache Kafka

  Language:Java640263

• ATP-1010/FedHyper

  Pytorch Code for FedHyper

  Language:Python9

• diaoenmao/HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients

  [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

  Language:Python14133

• TsingZ0/HtFLlib

  Configure one file for model heterogeneity. Consistent GPU memory usage for single or multiple clients.

  Language:Python933

• nettee/little-algorithm

  LeetCode 题目参考代码与详细讲解，公众号《面向大象编程》文章整理

  Language:Java11821

• WenkeHuang/MarsFL

  TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

  Language:Python603

• jyzgh/FedLPS

  Language:Python71

• TsingZ0/FedTGP

  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

  Language:Python292

• AIoT-MLSys-Lab/FedRolex

  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

  Language:Python5714

• WenkeHuang/FCCL

  TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Be Yourself in Heterogeneous Federated Learning

  Language:Python8110

• KarhouTam/pFedLA

  PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning

  Language:Python7811

• beiyuouo/fedhf

  🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

  Language:Python2020

• LipingYi/FedGH

  FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)

  Language:Python132

• vothanhvinh/CausalRFF

  Language:Jupyter Notebook1

• mmendiet/FedAlign

  Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]

  Language:Python5512

• vbay/big-data

  一个开源、成体系的大数据学习教程。spark学习 hadoop hive hbase flink教程 linux 从入门到精通

  Language:Shell26080

• TurboWay/bigdata_analyse

  大数据分析项目

  Language:Python3.8k682

• mudiyouyou/waimai-crawler

  外卖爬虫，定时自动抓取三大外卖平台上商家订单，平台目前包括：美团，饿了么，百度外卖

  Language:HTML17464

• haozhang-x/spark-waimai

  基于spark的外卖大数据平台分析系统

  Language:Scala4019

• 6039547/mall-data-warehouse

  基于hadoop生态搭建的电商数据仓库，整体功能架构包含数据采集、数仓搭建、数据导出、数据可视化等

  Language:HTML4612

• GoAlers/Bigdata_Eshop

  本项目分别电商数据统计模块及业务采集及数仓搭建模块，利用hive统计每个区域热门商品进行统计；依据业务数据实现离线业务数仓搭建。

  Language:Scala151

• realguoshuai/hadoop_study

  定期更新Hadoop生态圈中常用大数据组件文档 重心依次为: Flink Solr Sparksql ES Scala Kafka Hbase/phoenix Redis Kerberos (项目包含hadoop思维导图 印象笔记 Scala版本简单demo 常用工具类 去敏后的train code 持续更新!!!)

  Language:Java919261

• ApolloAuto/apollo

  An open autonomous driving platform

  Language:C++25k9.7k

• louwenxiao/Decentralized-Federated-Learning-with-Adaptive-Model-quantization

  在P2P边缘网络的模型训练中，使用模型量化降低通信开销，降低等待时间。

  Language:Python6

• louwenxiao/Cluster_Federated_Learning

  关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题

  Language:Python32

• baowenxuan/FedCollab

  [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.

  Language:Python162

• Wingspeg/FederatedLearning

  91

• nickShengY/clustered-llm-federated

  This application of clustered sampling for client selection for Federated Learning (FL) within the context of privacy-preserving Large Language Models (LLMs).

  Language:Python3

• xingyushu/FL_client_selection

  Federated learning client selection

  Language:Python131

• melodi-lab/divfl

  Diverse Client Selection for Federated Learning via Submodular Maximization

  Language:Python2612