Alternatives and similar repositories for Practicing-Federated-Learning

Users that are interested in Practicing-Federated-Learning are comparing it to the libraries listed below

• lokinko / Federated-Learning
  联邦学习
  ☆1,129Updated 2 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆280Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆260Updated 4 years ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆802Updated last week
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆645Updated last week
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,461Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆609Updated last year
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,960Updated last month
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,851Updated 3 weeks ago
• tao-shen / Federated-Learning-FAQ
  ☆197Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆631Updated 4 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…
  ☆407Updated last year
• chenyiadam / FedAVG
  ☆20Updated 2 years ago
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,015Updated last year
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆718Updated last year
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• fengcherenxi / Federated-pytorch
  使用pytorch，mnist、cifar数据集实现基础的联邦学习（平局聚合、不含加密过程）
  ☆32Updated 4 years ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆359Updated last month
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆603Updated 4 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆697Updated 2 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆311Updated 2 years ago
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆253Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆299Updated 2 years ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,389Updated 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
  ☆174Updated 4 months ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆269Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆401Updated 2 years ago
• zhangqixun / FL-federated-learning
  联邦学习相关资源整理
  ☆43Updated 4 years ago
• zhongjian-zhang / FederalLearning
  通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …
  ☆39Updated 3 years ago