Chenxing-Xuan / A-series-of-popular-science-in-federated-learning

Related projects ⓘ

Alternatives and complementary repositories for A-series-of-popular-science-in-federated-learning

• TsingZ0 / HtFLlib
  Configure one file for model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆107Updated this week
• yuetan031 / FedProto
  [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
  ☆132Updated 2 years ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆115Updated last year
• morningD / FlexCFL
  FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.
  ☆45Updated last year
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆123Updated 4 months ago
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆79Updated 3 months ago
• ki-ljl / FedProx-PyTorch
  PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
  ☆97Updated 2 years ago
• CGCL-codes / pFedSD
  The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".
  ☆27Updated last year
• ki-ljl / Scaffold-Federated-Learning
  PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).
  ☆64Updated 2 years ago
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆48Updated 11 months ago
• woodenchild95 / FL-Simulator
  Pytorch implementations of some general federated optimization methods.
  ☆36Updated 2 weeks ago
• CGCL-codes / FedGKD
  ☆21Updated last year
• lxcnju / FedRepo
  ☆174Updated last year
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆61Updated 2 months ago
• ki-ljl / Per-FedAvg
  PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
  ☆55Updated 9 months ago
• rong-dai / DisPFL
  [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
  ☆67Updated 2 years ago
• cugzj / KT-pFL
  ☆31Updated 2 years ago
• mingxuts / multi-center-fed-learning
  fully ready experiments
  ☆32Updated 2 years ago
• alpemreacar / FedDyn
  ☆68Updated 2 years ago
• jichan3751 / ifca
  Codebase for An Efficient Framework for Clustered Federated Learning.
  ☆105Updated 4 years ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆160Updated 3 years ago
• KarhouTam / pFedLA
  PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning
  ☆81Updated last year
• morningD / GrouProx
  FedGroup, A Clustered Federated Learning framework based on Tensorflow
  ☆38Updated 2 years ago
• TsingZ0 / FedALA
  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
  ☆110Updated 6 months ago
• WwZzz / FLGo
  ☆28Updated last year
• WenkeHuang / Pytorch_FedMD
  ☆73Updated 4 years ago
• KarhouTam / SCAFFOLD-PyTorch
  Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
  ☆62Updated last year
• Accenture / Labs-Federated-Learning
  Accenture Labs Federated Learning
  ☆93Updated 7 months ago
• SMILELab-FL / Dive-into-Federated-Learning
  Tutorials and paper lists for federated learning
  ☆64Updated 2 years ago