Alternatives and similar repositories for FedML:

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

• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,933Updated 2 years ago
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,353Updated 5 months ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆862Updated last year
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
  ☆1,321Updated 5 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆750Updated 5 months ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆565Updated last month
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆576Updated 10 months ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆677Updated 2 months ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,589Updated 2 weeks ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,310Updated 8 months ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆698Updated 5 months ago
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆1,838Updated 7 months ago
• TsingZ0 / PFLlib
  37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
  ☆1,589Updated 2 weeks ago
• lokinko / Federated-Learning
  联邦学习
  ☆1,049Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆660Updated last year
• secretflow / secretflow
  A unified framework for privacy-preserving data analysis and machine learning
  ☆2,384Updated 3 weeks ago
• FederatedAI / Practicing-Federated-Learning
  ☆815Updated 5 months ago
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆500Updated last year
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆530Updated this week
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆297Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆615Updated 3 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆421Updated last year
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆354Updated 2 months ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆527Updated 6 months ago
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆470Updated last year
• pytorch / opacus
  Training PyTorch models with differential privacy
  ☆1,738Updated this week
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆363Updated last year
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆501Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆291Updated last year
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆333Updated 3 years ago