Alternatives and similar repositories for easyFL

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

• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆599Updated last year
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆605Updated this week
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆776Updated 10 months ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆262Updated last year
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆389Updated last year
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• wenzhu23333 / Differential-Privacy-Based-Federated-Learning
  Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…
  ☆390Updated 8 months ago
• lokinko / Federated-Learning
  联邦学习
  ☆1,091Updated 2 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆442Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆687Updated 2 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆292Updated 2 years ago
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆175Updated 2 weeks ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆251Updated 4 years ago
• QinbinLi / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆281Updated 3 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆267Updated 2 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆300Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆150Updated 6 months ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,407Updated 11 months ago
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,796Updated 2 weeks ago
• FederatedAI / Practicing-Federated-Learning
  ☆861Updated 11 months ago
• lxcnju / FedRepo
  ☆175Updated 2 years ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆698Updated 8 months ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,360Updated last year
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• TsingZ0 / FedALA
  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
  ☆138Updated 7 months ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,757Updated 3 weeks ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆252Updated 7 months ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆238Updated 11 months ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆297Updated 3 years ago
• NUAA-SmartSensing / FedModule
  联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes
  ☆171Updated 2 weeks ago