ZeroWangZY / federated-learning

Related projects ⓘ

Alternatives and complementary repositories for federated-learning

• lokinko / Federated-Learning
  联邦学习
  ☆1,027Updated last year
• FederatedAI / Practicing-Federated-Learning
  ☆785Updated 3 months ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
  ☆1,287Updated 3 months ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆664Updated last month
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆286Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆567Updated 8 months ago
• tao-shen / Federated-Learning-FAQ
  ☆188Updated 3 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆738Updated 3 months ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,290Updated 6 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆645Updated last year
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆242Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆235Updated 3 years ago
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,529Updated last month
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆250Updated last year
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,935Updated 2 years ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆361Updated 3 months ago
• open-intelligence / federated-learning-chinese
  ☆109Updated 3 years ago
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆466Updated last year
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆157Updated 9 months ago
• TsingZ0 / PFLlib
  37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.
  ☆1,480Updated last week
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆852Updated last year
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆497Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆224Updated 10 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆503Updated last week
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆332Updated 2 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆286Updated last year
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆289Updated 2 years ago
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆1,801Updated 5 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…
  ☆347Updated 3 weeks ago