Alternatives and similar repositories for FLsystem-paper

Users that are interested in FLsystem-paper are comparing it to the libraries listed below

• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆49Updated 2 years ago
• SymbioticLab / Oort
  Oort: Efficient Federated Learning via Guided Participant Selection
  ☆128Updated 3 years ago
• PKU-Chengxu / FLASH
  ☆46Updated 3 years ago
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆398Updated last year
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆149Updated 7 months ago
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆34Updated 2 years ago
• SamuelGong / Pisces
  [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training
  ☆12Updated 4 months ago
• NiuChaoyue / Secure-Federated-Submodel-Learning
  ☆15Updated 4 years ago
• beiyuouo / awesome-asynchronous-federated-learning
  📦 Collect some Asynchronous Federated Learning papers.
  ☆116Updated last year
• Di-Chai / FedEval
  ☆45Updated last year
• Xtra-Computing / SOFF
  ☆19Updated 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
• ysyisyourbrother / Federated-Learning-Research
  An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …
  ☆28Updated 3 years ago
• UbiquitousLearning / FwdLLM
  ☆35Updated last year
• kiddyboots216 / CommEfficient
  PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
  ☆78Updated 3 years ago
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆69Updated 10 months ago
• kevinhsieh / non_iid_dml
  ☆30Updated 4 years ago
• BerivanIsik / sparse-random-networks
  Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…
  ☆29Updated 2 years ago
• bibikar / feddst
  Federated Dynamic Sparse Training
  ☆31Updated 3 years ago
• diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
  [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
  ☆172Updated 2 years ago
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆376Updated 9 months ago
• huerdong / FedVert-Experiments
  ☆10Updated 2 years ago
• SMILELab-FL / FedPETuning
  ☆65Updated 2 years ago
• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆14Updated 4 years ago
• UbiquitousLearning / End2end-Federated-Learning
  A demo of end-to-end federated learning system.
  ☆69Updated 3 years ago
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆64Updated last year
• ATP-1010 / FederatedLLM
  ☆89Updated 7 months ago
• sxontheway / BalanceFL
  Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".
  ☆22Updated 3 years ago
• synxlin / deep-gradient-compression
  [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
  ☆223Updated last year
• yxdyc / pFedGate
  ☆27Updated 2 years ago