Alternatives and similar repositories for Awesome-Federated-Machine-Learning:

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

• TsingZ0 / PFLlib
  37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
  ☆1,589Updated 2 weeks ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆677Updated 2 months ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
  ☆1,321Updated 5 months ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,589Updated 2 weeks ago
• lokinko / Federated-Learning
  联邦学习
  ☆1,049Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆576Updated 10 months ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,310Updated 8 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆750Updated 5 months ago
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,933Updated 2 years ago
• FederatedAI / Practicing-Federated-Learning
  ☆815Updated 5 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆530Updated this week
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆660Updated last year
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆421Updated last year
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆862Updated last year
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆698Updated 5 months ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆297Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆287Updated last year
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,353Updated 5 months 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…
  ☆359Updated 2 months ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆363Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆615Updated 3 years ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆565Updated last month
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆235Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆291Updated last year
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  机器学习和差分隐私的论文笔记和代码仓
  ☆337Updated last month
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆237Updated 4 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆257Updated 2 years ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆293Updated 2 years ago
• QinbinLi / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆268Updated 2 years ago
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆354Updated 2 months ago