Alternatives and similar repositories for awesome-federated-learning:

Users that are interested in awesome-federated-learning are comparing it to the libraries listed below

• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆764Updated 8 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆681Updated 2 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆594Updated last year
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,383Updated 9 months ago
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆1,930Updated 11 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆578Updated this week
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,954Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆881Updated 2 years ago
• lokinko / Federated-Learning
  联邦学习
  ☆1,080Updated 2 years ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,339Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆623Updated 4 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆719Updated 9 months ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆301Updated 2 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆437Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆476Updated last year
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,702Updated last week
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆291Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆387Updated last year
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,739Updated 2 weeks ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆267Updated 2 years ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆535Updated 10 months ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆155Updated last year
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆360Updated 5 months ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆236Updated 9 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…
  ☆387Updated 6 months ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆338Updated 3 years ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆253Updated 6 months ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆295Updated 3 years ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆250Updated 4 years ago