Alternatives and similar repositories for Federated-Learning

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

• FederatedAI / Practicing-Federated-Learning
  ☆872Updated last year
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,893Updated 2 weeks ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,438Updated last year
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,815Updated 2 weeks ago
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,000Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆787Updated last year
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆630Updated last week
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆609Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆273Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆627Updated 4 years ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆256Updated 4 years ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆707Updated 10 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆693Updated 2 years ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,375Updated 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…
  ☆399Updated 10 months ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆357Updated last week
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆601Updated 3 months ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated 2 years ago
• tao-shen / Federated-Learning-FAQ
  ☆195Updated last year
• chenyiadam / FedAVG
  ☆20Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆394Updated last year
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆378Updated 10 months ago
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,455Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆307Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆187Updated 2 weeks ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆267Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆156Updated 8 months ago
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,983Updated 3 years ago