Alternatives and similar repositories for FL_articles

Users that are interested in FL_articles are comparing it to the libraries listed below

• dawenzi098 / SFL-Structural-Federated-Learning
  IJCAI-Personalized Federated Learning with Graph
  ☆54Updated 2 years ago
• rong-dai / DisPFL
  [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
  ☆82Updated 3 years ago
• GillHuang-Xtler / flPapers
  Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…
  ☆94Updated 3 years ago
• thupchnsky / mufc
  A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)
  ☆22Updated last year
• iQua / flsim
  A simulation framework for Federated Learning written in PyTorch
  ☆208Updated 3 years ago
• youngfish42 / fl-arxiv-daily
  🎓Automatically Update FL Papers Daily using Github Actions (Update Every 12th hours)
  ☆23Updated this week
• youpengl / FedCHAR
  [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition
  ☆30Updated last year
• liecn / PyramidFL
  [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…
  ☆72Updated 3 years ago
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆163Updated 2 years ago
• ddayzzz / federated-meta
  Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"
  ☆77Updated 5 years ago
• SMILELab-FL / Dive-into-Federated-Learning
  Tutorials and paper lists for federated learning
  ☆67Updated 3 years ago
• ki-ljl / Per-FedAvg
  PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
  ☆71Updated last year
• aidecentralized / awesome-split-learning
  A curated repository for various papers in the domain of split learning.
  ☆54Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• litian96 / ditto
  Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
  ☆147Updated 3 years ago
• yyyanbj / awesome-asynchronous-federated-learning
  📦 Collect some Asynchronous Federated Learning papers.
  ☆117Updated last year
• chandra2thapa / SplitFed-When-Federated-Learning-Meets-Split-Learning
  Releasing the source code Version1.
  ☆171Updated 4 years ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆275Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆258Updated 4 years ago
• yh-yao / FedGCN
  Official Code for FedGCN [NeurIPS 2023]
  ☆69Updated 8 months ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆75Updated 11 months ago
• Emory-AIMS / PFA
  ☆11Updated 9 months ago
• LTTM / FedSpace
  PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…
  ☆38Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆159Updated 9 months ago
• jichan3751 / ifca
  Codebase for An Efficient Framework for Clustered Federated Learning.
  ☆116Updated 4 years ago
• ki-ljl / Scaffold-Federated-Learning
  PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).
  ☆70Updated 3 years ago
• yuetan031 / FedProto
  [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
  ☆161Updated 3 years ago
• lxcnju / FedRepo
  ☆177Updated 2 years ago
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆87Updated last year
• wuch15 / FedKD
  Codes for FedKD
  ☆59Updated 3 years ago