Alternatives and similar repositories for FederatedScope

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

• 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
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,050Updated last year
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆726Updated last month
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,913Updated 3 months ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,496Updated last year
• lokinko / Federated-Learning
  联邦学习
  ☆1,145Updated 2 years ago
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆2,036Updated last month
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆895Updated 2 years ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,416Updated last year
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆516Updated 2 years ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆664Updated 3 weeks ago
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,995Updated 3 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆611Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆712Updated 2 years ago
• TL-System / plato
  Plato: A Research Framework for Federated Learning
  ☆388Updated this week
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆741Updated 7 months ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆300Updated 2 years ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆615Updated 7 months ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆407Updated 2 years ago
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆631Updated 4 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆461Updated 2 years ago
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆409Updated 2 years ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆296Updated 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
• FedML-AI / FedML
  FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …
  ☆3,995Updated 2 months ago
• FederatedAI / FATE-LLM
  Federated Learning for LLMs.
  ☆244Updated 2 months ago
• rui-ye / OpenFedLLM
  ☆457Updated last year
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆254Updated 2 years ago