Alternatives and similar repositories for PFLlib

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

• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,050Updated last year
• lokinko / Federated-Learning
  联邦学习
  ☆1,145Updated 2 years ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,913Updated 3 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆664Updated 3 weeks ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,496Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆814Updated 2 months ago
• FederatedAI / Practicing-Federated-Learning
  ☆886Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆611Updated last year
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,416Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆296Updated 2 years ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆615Updated 7 months ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆726Updated last month
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆712Updated 2 years ago
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,995Updated 3 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,496Updated last year
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆461Updated 2 years ago
• chenyiadam / FedAVG
  ☆21Updated 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…
  ☆414Updated last year
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆219Updated last month
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆265Updated 5 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆407Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆300Updated 2 years ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆895Updated 2 years ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆375Updated 4 months ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆167Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆631Updated 4 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆314Updated last week
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆274Updated 3 years ago
• 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）
  ☆33Updated 4 years ago