Alternatives and similar repositories for Federated-Learning-PyTorch

Users that are interested in Federated-Learning-PyTorch are comparing it to the libraries listed below

• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,453Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆696Updated 2 years ago
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,007Updated 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
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆889Updated 2 years ago
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,983Updated 3 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆454Updated last year
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆640Updated this week
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆710Updated 11 months ago
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,925Updated 2 weeks ago
• lokinko / Federated-Learning
  联邦学习
  ☆1,117Updated 2 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆269Updated 2 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆735Updated 4 months ago
• FederatedAI / Practicing-Federated-Learning
  ☆868Updated 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
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆301Updated 3 years ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆340Updated 3 years ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆381Updated 7 months ago
• 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
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,840Updated this week
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆601Updated 4 months ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆260Updated 4 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆396Updated 2 years ago
• JYWa / FedNova
  PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
  ☆221Updated 4 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆241Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆308Updated 2 years ago
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆629Updated 4 years ago
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,468Updated last year