FedML-AI / FedML-IoT

Related projects: ⓘ

• FedML-AI / FedIoT
  Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
  ☆45Updated 2 years ago
• CharlieDinh / FEDL_pytorch
  This repository implements FEDL using pytorch
  ☆47Updated 3 years ago
• ramshi236 / Multi-Armed-Bandit-Based-Client-Scheduling-for-Federated-Learning
  Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning
  ☆16Updated 3 years ago
• eceisik / ece_fl_public
  ☆52Updated 2 years ago
• labRadioVision / federated
  Federated Learning package
  ☆19Updated 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
  ☆99Updated 3 years ago
• yj4889 / yj4889-Optimized-Quantization-for-Convolutional-Deep-Neural-Networks-in-Federated-Learning
  Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…
  ☆12Updated 4 years ago
• hjraad / FLT
  ☆23Updated 9 months ago
• qub-blesson / FedAdapt
  Adaptive Offloading of Federated Learning on IoT Devices
  ☆67Updated last year
• kclip / FL-SNN
  Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence
  ☆13Updated 3 years ago
• arodio / CA-Fed
  Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)
  ☆24Updated last year
• bt-s / Split-Learning-and-Federated-Learning
  Investigating Split Learning and Federate Learning
  ☆72Updated 4 years ago
• CharlieDinh / FEDL
  FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)
  ☆51Updated 3 years ago
• felisat / federated-learning
  ☆89Updated 2 years ago
• litian96 / fair_flearn
  Fair Resource Allocation in Federated Learning (ICLR '20)
  ☆241Updated 9 months ago
• jiangyuang / ModelPruningLibrary
  ☆22Updated 3 years ago
• ChanChiChoi / awesome-Federated-Learning
  federated-learning
  ☆77Updated last year
• nhatminh / FEDL-INFOCOM
  Federated Learning over Wireless Networks
  ☆44Updated 2 years ago
• chuanting / FedDA
  Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'
  ☆61Updated 2 years ago
• ayushm-agrawal / Federated-Learning-Implementations
  This repository contains all the implementation of different papers on Federated Learning
  ☆43Updated 4 years ago
• louwenxiao / Cluster_Federated_Learning
  关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题
  ☆32Updated 2 years ago
• AmanPriyanshu / FedPAQ-MNIST-implemenation
  An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…
  ☆22Updated 3 years ago
• omarfoq / communication-in-cross-silo-fl
  Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)
  ☆29Updated last year
• Soptq / Overlap-FedAvg
  Official Pytorch implementation of "Communication-Efficient Federated Learning with Compensated Overlap-FedAvg"
  ☆20Updated 3 years ago
• charleslipku / LotteryFL
  LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…
  ☆39Updated last year
• JedMills / Communication-Efficient-FL-In-IoT
  ☆16Updated 4 years ago
• dual-grp / FedU_FMTL
  ☆16Updated 3 years ago
• HongdaWu1226 / FedPNS
  ☆30Updated 2 years ago
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆54Updated 11 months ago
• ramshi236 / Accelerated-Federated-Learning-Over-MAC-in-Heterogeneous-Networks
  SCAFFOLD and FedAvg implementation
  ☆58Updated 3 years ago