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
  ☆1,996Updated 3 years ago
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,498Updated last year
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,424Updated last year
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,054Updated last year
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,497Updated last year
• secretflow / secretflow
  A unified framework for privacy-preserving data analysis and machine learning
  ☆2,614Updated 2 months ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆727Updated 2 months ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆616Updated 7 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆816Updated 3 months ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,917Updated 3 months ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆896Updated 2 years ago
• google-parfait / tensorflow-federated
  An open-source framework for machine learning and other computations on decentralized data.
  ☆2,419Updated this week
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆2,040Updated last month
• lokinko / Federated-Learning
  联邦学习
  ☆1,146Updated 2 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆742Updated 7 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
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆633Updated 4 years ago
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆517Updated 2 years ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆667Updated last week
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆712Updated 2 years ago
• adap / flower
  Flower: A Friendly Federated AI Framework
  ☆6,581Updated this week
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆526Updated 4 months ago
• meta-pytorch / opacus
  Training PyTorch models with differential privacy
  ☆1,894Updated 2 months ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆545Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆481Updated 2 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆294Updated 2 years ago
• FederatedAI / FATE
  An Industrial Grade Federated Learning Framework
  ☆6,039Updated last year
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆409Updated 2 years ago
• facebookresearch / FLSim
  Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…
  ☆266Updated last year