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. 🤗
  ☆669Updated 2 weeks ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆612Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆821Updated 3 months ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆296Updated 2 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆296Updated 3 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆167Updated last year
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆224Updated 2 months ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆266Updated 5 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆84Updated last year
• lxcnju / FedRepo
  ☆183Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆411Updated 2 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…
  ☆420Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆315Updated last month
• lokinko / Federated-Learning
  联邦学习
  ☆1,150Updated 2 years ago
• FederatedAI / Practicing-Federated-Learning
  ☆887Updated last year
• 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
  ☆178Updated 8 months ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆301Updated 2 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆274Updated 3 years ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…
  ☆379Updated 5 months ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆185Updated 4 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated 2 years ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆720Updated 2 years ago
• Xtra-Computing / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆300Updated 3 years ago
• visitworld123 / FedFed
  [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
  ☆118Updated 3 months ago
• TL-System / plato
  Plato: A Research Framework for Federated Learning
  ☆393Updated last week
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆464Updated 2 years ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆258Updated last year
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,501Updated last year
• TsingZ0 / FedALA
  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
  ☆150Updated last year
• Van-Echo / OpenWanYikou
  Bilibili丸一口的笔录
  ☆42Updated 4 months ago