chenzhongd / Federated_Learning_Exploration

Related projects ⓘ

Alternatives and complementary repositories for Federated_Learning_Exploration

• GillHuang-Xtler / flPapers
  Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…
  ☆95Updated 2 years ago
• SMILELab-FL / Dive-into-Federated-Learning
  Tutorials and paper lists for federated learning
  ☆64Updated 2 years ago
• open-intelligence / federated-learning-chinese
  ☆109Updated 3 years ago
• orion-orion / FedCom
  🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进…
  ☆56Updated last year
• zhongjian-zhang / FederalLearning
  通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …
  ☆33Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆157Updated 9 months ago
• tao-shen / Federated-Learning-FAQ
  ☆188Updated 2 months ago
• MingjieWang0606 / FedCL_Pubic
  Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.
  ☆21Updated last year
• QiTianyu-0403 / FL_articles
  Federated Learning Paper Reading List
  ☆23Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆284Updated last year
• XinyiYS / CollaborativeFairFederatedLearning
  Official implementation of our work "Collaborative Fairness in Federated Learning."
  ☆47Updated 5 months ago
• lebyni / PFA
  ☆36Updated 3 years ago
• Willjay5991 / federatedLearning-DP-my
  联邦学习分布式训练MNist数据集
  ☆52Updated 5 years ago
• zhangqixun / FL-federated-learning
  联邦学习相关资源整理
  ☆39Updated 3 years ago
• dawenzi098 / SFL-Structural-Federated-Learning
  IJCAI-Personalized Federated Learning with Graph
  ☆49Updated last year
• FederatedAI / DOC-CHN
  FedAI 社区中文文档
  ☆131Updated 6 months ago
• shaneson0 / attacking_federate_learning
  基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型
  ☆61Updated 4 years ago
• lxcnju / FedRepo
  ☆174Updated last year
• wuch15 / FedKD
  Codes for FedKD
  ☆49Updated 2 years ago
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆104Updated last year
• yankang18 / FedBCD
  The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…
  ☆13Updated 4 months ago
• Di-Chai / FedEval
  ☆40Updated 6 months ago
• CGCL-codes / pFedSD
  The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".
  ☆27Updated last year
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆57Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆221Updated 10 months ago
• bytedance / FedDecorr
  [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…
  ☆63Updated last year
• upcbdipt / CDW_FedAvg
  The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"
  ☆31Updated 3 years ago
• ki-ljl / Per-FedAvg
  PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
  ☆55Updated 9 months ago
• Orienfish / Async-HFL
  [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks
  ☆32Updated last year