Alternatives and similar repositories for easyFL

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

• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆654Updated 2 weeks ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆609Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆810Updated last month
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆293Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆294Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆300Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆167Updated 11 months ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆263Updated 5 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆405Updated 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.
  ☆216Updated last week
• lxcnju / FedRepo
  ☆182Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆79Updated last year
• lokinko / Federated-Learning
  联邦学习
  ☆1,142Updated 2 years ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆181Updated 4 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆270Updated 3 years ago
• 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…
  ☆413Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆703Updated 2 years ago
• FederatedAI / Practicing-Federated-Learning
  ☆884Updated last year
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆256Updated last year
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆460Updated 2 years ago
• Xtra-Computing / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆292Updated 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
  ☆176Updated 6 months ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆313Updated 2 years ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,486Updated last year
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆306Updated 3 years ago
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆254Updated 2 years ago
• visitworld123 / FedFed
  [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
  ☆118Updated last month
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆723Updated 3 weeks ago
• chenyiadam / FedAVG
  ☆21Updated 2 years ago