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

• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,738Updated last week
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,772Updated last month
• lokinko / Federated-Learning
  联邦学习
  ☆1,082Updated 2 years ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆771Updated 9 months ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,397Updated 10 months ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆597Updated last year
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,964Updated 2 years ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆596Updated last week
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,353Updated last year
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆696Updated 7 months ago
• FederatedAI / Practicing-Federated-Learning
  ☆855Updated 10 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆683Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆388Updated last year
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆443Updated last year
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,430Updated 9 months ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆292Updated 2 years ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆887Updated 2 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆722Updated 10 months ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆592Updated 2 weeks ago
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆623Updated 4 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…
  ☆386Updated 7 months ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆261Updated last year
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆251Updated 4 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆267Updated 2 years ago
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆162Updated last month
• QinbinLi / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆280Updated 2 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆300Updated 2 years ago
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆366Updated 6 months ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year