Alternatives and similar repositories for fedless

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

• SymbioticLab / Oort
  Oort: Efficient Federated Learning via Guided Participant Selection
  ☆129Updated 4 years ago
• SamuelGong / Pisces
  [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training
  ☆13Updated 6 months ago
• marcoszh / BatchCrypt
  ☆89Updated 5 years ago
• FedML-AI / FedIoT
  Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
  ☆44Updated 3 years ago
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆403Updated last year
• mofanv / PPFL
  Privacy-preserving Federated Learning with Trusted Execution Environments
  ☆74Updated 4 months ago
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆156Updated this week
• cisco-open / flame
  flame is a federated learning system for edge with flexibility and scalability at the core of its design.
  ☆60Updated last month
• 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
  ☆114Updated 4 years ago
• liecn / PyramidFL
  [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…
  ☆71Updated 3 years ago
• jiahuanluo / Federated-Benchmark
  A Benchmark of Real-world Image Dataset for Federated Learning
  ☆42Updated 6 years ago
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆80Updated 2 years ago
• Koukyosyumei / NAIST-FedML-Experiments
  ☆19Updated 4 years ago
• PKU-Chengxu / FLASH
  ☆47Updated 3 years ago
• mtang724 / Self-Balancing-Federated-Learning
  Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"
  ☆46Updated last year
• ramshi236 / Multi-Armed-Bandit-Based-Client-Scheduling-for-Federated-Learning
  Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning
  ☆17Updated 4 years ago
• bt-s / Split-Learning-and-Federated-Learning
  Investigating Split Learning and Federate Learning
  ☆85Updated 5 years ago
• yyyanbj / awesome-asynchronous-federated-learning
  📦 Collect some Asynchronous Federated Learning papers.
  ☆117Updated last year
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆109Updated 2 years ago
• LPD-EPFL / AggregaThor
  Byzantine-resilient distributed SGD with TensorFlow.
  ☆40Updated 4 years ago
• morningD / FlexCFL
  FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.
  ☆52Updated 2 years ago
• harpreetvirkk / BEAS
  BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning
  ☆33Updated 4 years ago
• morningD / GrouProx
  FedGroup, A Clustered Federated Learning framework based on Tensorflow
  ☆41Updated 3 years ago
• Di-Chai / FedEval
  ☆47Updated last year
• kiddyboots216 / CommEfficient
  PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
  ☆78Updated 4 years ago
• Xtra-Computing / SOFF
  ☆19Updated last year
• ChanChiChoi / awesome-Federated-Learning
  federated-learning
  ☆83Updated 2 years ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 6 months ago
• jaemin-shin / FedBalancer
  ☆30Updated 2 years ago
• omar-rifai / solidity-fl
  ☆13Updated 2 years ago