Alternatives and similar repositories for FLASH

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

• SymbioticLab / Oort
  Oort: Efficient Federated Learning via Guided Participant Selection
  ☆128Updated 3 years ago
• AmberLJC / FLsystem-paper
  Federated Learning Systems Paper List
  ☆74Updated last year
• 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
• 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
• 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
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆398Updated last year
• beiyuouo / awesome-asynchronous-federated-learning
  📦 Collect some Asynchronous Federated Learning papers.
  ☆116Updated 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,…
  ☆64Updated last year
• SamuelGong / Pisces
  [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training
  ☆12Updated 4 months ago
• jiangyuang / PruneFL
  This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".
  ☆92Updated 3 years ago
• kevinhsieh / non_iid_dml
  ☆30Updated 4 years ago
• bibikar / feddst
  Federated Dynamic Sparse Training
  ☆31Updated 3 years ago
• ahmedcs / REFL
  Resource Efficient Federated Learning
  ☆23Updated 2 years ago
• Xtra-Computing / SOFF
  ☆19Updated last year
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆49Updated 2 years ago
• morningD / FlexCFL
  FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.
  ☆49Updated 2 years ago
• sxontheway / BalanceFL
  Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".
  ☆22Updated 3 years ago
• bt-s / Split-Learning-and-Federated-Learning
  Investigating Split Learning and Federate Learning
  ☆84Updated 5 years ago
• UbiquitousLearning / End2end-Federated-Learning
  A demo of end-to-end federated learning system.
  ☆69Updated 3 years ago
• jichan3751 / ifca
  Codebase for An Efficient Framework for Clustered Federated Learning.
  ☆116Updated 4 years ago
• epfml / federated-learning-public-code
  ☆162Updated 2 years ago
• morningD / GrouProx
  FedGroup, A Clustered Federated Learning framework based on Tensorflow
  ☆41Updated 3 years ago
• Minki-Kim95 / Federated-Learning-and-Split-Learning-with-raspberry-pi
  SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
  ☆111Updated 4 years ago
• git-disl / scale-fl
  Code for ScaleFL
  ☆30Updated 2 years ago
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆34Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• NiuChaoyue / Secure-Federated-Submodel-Learning
  ☆15Updated 4 years ago
• 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
• litian96 / ditto
  Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
  ☆145Updated 3 years ago