Alternatives and similar repositories for federated-learning

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

• tao-shen / Federated-Learning-FAQ
  ☆196Updated last year
• lokinko / Federated-Learning
  联邦学习
  ☆1,117Updated 2 years ago
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆253Updated 2 years ago
• open-intelligence / federated-learning-chinese
  ☆110Updated 4 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• FederatedAI / Practicing-Federated-Learning
  ☆873Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆260Updated 4 years ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆710Updated 11 months ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,453Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆797Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆609Updated last year
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆381Updated 7 months ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆269Updated 2 years ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆696Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• FederatedAI / DOC-CHN
  FedAI 社区中文文档
  ☆138Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆477Updated 2 years ago
• GillHuang-Xtler / flPapers
  Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…
  ☆94Updated 3 years ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,386Updated last year
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆297Updated 2 years ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆279Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆308Updated 2 years ago
• Willjay5991 / federatedLearning-DP-my
  联邦学习分布式训练MNist数据集
  ☆60Updated 6 years ago
• FederatedAI / research
  ☆174Updated 11 months ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆358Updated last month
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆381Updated last week
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆340Updated 3 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆241Updated last year
• 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…
  ☆402Updated 11 months ago
• lxcnju / FedRepo
  ☆178Updated 2 years ago