Alternatives and similar repositories for FedProx

Users that are interested in FedProx 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)
  ☆593Updated last year
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆267Updated 2 years ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆764Updated 9 months ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆338Updated 3 years ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆881Updated 2 years ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆295Updated 3 years ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,386Updated 9 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆584Updated this week
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆236Updated 9 months ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆693Updated 6 months ago
• JYWa / FedNova
  PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
  ☆213Updated 4 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆301Updated 2 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆437Updated last year
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,340Updated last year
• litian96 / fair_flearn
  Fair Resource Allocation in Federated Learning (ICLR '20)
  ☆247Updated last year
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆173Updated 4 years ago
• QinbinLi / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆278Updated 2 years ago
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆190Updated last month
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆250Updated 4 years ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆253Updated 6 months ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆719Updated 9 months ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆155Updated 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…
  ☆387Updated 6 months ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆387Updated last year
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆376Updated 2 months ago
• med-air / FedBN
  [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
  ☆249Updated 2 years ago
• iQua / flsim
  A simulation framework for Federated Learning written in PyTorch
  ☆207Updated 3 years ago
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆164Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆255Updated last year