Alternatives and similar repositories for FL-bench:

Users that are interested in FL-bench are comparing it to the libraries listed below

• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆581Updated 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…
  ☆370Updated 4 months ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆241Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆753Updated 6 months ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆428Updated last year
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆134Updated this week
• TsingZ0 / PFLlib
  38 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
  ☆1,640Updated this week
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆667Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆240Updated 4 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆369Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆294Updated last year
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆259Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆144Updated 2 months ago
• QinbinLi / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆270Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆155Updated last year
• lxcnju / FedRepo
  ☆174Updated last year
• lokinko / Federated-Learning
  联邦学习
  ☆1,059Updated last year
• NUAA-SmartSensing / FedModule
  联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes
  ☆159Updated last month
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆680Updated 4 months ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆165Updated 3 years ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆250Updated 4 months ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆286Updated 2 years ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
  ☆1,344Updated 7 months ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆347Updated 3 months ago
• FederatedAI / Practicing-Federated-Learning
  ☆822Updated 7 months ago
• chandra2thapa / SplitFed-When-Federated-Learning-Meets-Split-Learning
  Releasing the source code Version1.
  ☆144Updated 3 years ago
• JYWa / FedNova
  PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
  ☆209Updated 4 years ago
• WwZzz / easyFL
  An experimental platform for federated learning.
  ☆572Updated 2 weeks ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆293Updated 2 years ago