Alternatives and similar repositories for Awesome-Federated-Learning

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

• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,386Updated last year
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,007Updated last year
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,453Updated last year
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆889Updated 2 years ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆710Updated 11 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆797Updated last year
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆735Updated 4 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆696Updated 2 years ago
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆477Updated 2 years ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆540Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆609Updated last year
• lokinko / Federated-Learning
  联邦学习
  ☆1,117Updated 2 years ago
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,468Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆629Updated 4 years ago
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆1,925Updated 2 weeks ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,840Updated this week
• FedML-AI / FedML
  FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …
  ☆3,941Updated 2 months ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆519Updated 3 weeks ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆454Updated last year
• google-parfait / tensorflow-federated
  An open-source framework for machine learning and other computations on decentralized data.
  ☆2,402Updated this week
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆640Updated this week
• FederatedAI / Practicing-Federated-Learning
  ☆868Updated last year
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆340Updated 3 years ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆301Updated 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
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆269Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆297Updated 2 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆381Updated last week
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆400Updated last year