Alternatives and similar repositories for federated-learning-master

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

• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆270Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆255Updated 4 years ago
• ki-ljl / FedAvg-numpy-pytorch-tff
  Three implementations of FedAvg: numpy, pytorch and tensorflow federated.
  ☆44Updated 3 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• ki-ljl / Per-FedAvg
  PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
  ☆70Updated last year
• FederatedAI / Practicing-Federated-Learning
  ☆869Updated last year
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆174Updated 4 years ago
• zhongjian-zhang / FederalLearning
  通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …
  ☆38Updated 3 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• lxcnju / FedRepo
  ☆178Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆392Updated last year
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆266Updated 2 years ago
• ki-ljl / FedProx-PyTorch
  PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
  ☆110Updated 3 years 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…
  ☆397Updated 10 months ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆304Updated 2 years ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆625Updated this week
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆85Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆607Updated last year
• morningD / GrouProx
  FedGroup, A Clustered Federated Learning framework based on Tensorflow
  ☆41Updated 3 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆154Updated 8 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆786Updated last year
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆185Updated 3 weeks ago
• jichan3751 / ifca
  Codebase for An Efficient Framework for Clustered Federated Learning.
  ☆116Updated 4 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆72Updated 10 months ago
• TsingZ0 / FedALA
  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
  ☆138Updated 9 months ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated 2 years ago
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆254Updated 2 years ago
• ki-ljl / FedPer
  PyTorch implementation of FedPer (Federated Learning with Personalization Layers).
  ☆77Updated 3 years ago
• wizard1203 / GossipFL
  ☆20Updated last year
• chandra2thapa / SplitFed-When-Federated-Learning-Meets-Split-Learning
  Releasing the source code Version1.
  ☆167Updated 3 years ago