Alternatives and similar repositories for NIID-Bench

Users that are interested in NIID-Bench are comparing it to the libraries listed below

• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆812Updated 2 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆661Updated this week
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆708Updated 2 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆273Updated 3 years ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆264Updated 5 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…
  ☆413Updated last year
• JYWa / FedNova
  PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
  ☆226Updated 5 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆242Updated last year
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆294Updated last year
• lxcnju / FedRepo
  ☆182Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆405Updated 2 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆314Updated 2 years ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆181Updated 4 years ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆306Updated 3 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆461Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆167Updated last year
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆300Updated 2 years ago
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆193Updated 8 months ago
• Xtra-Computing / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆294Updated 3 years ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆256Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆294Updated 2 years ago
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆219Updated 3 weeks ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆132Updated 2 years ago
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆165Updated 3 years ago
• Accenture / Labs-Federated-Learning
  Accenture Labs Federated Learning
  ☆106Updated last year
• FederatedAI / research
  ☆178Updated last year
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,493Updated last year
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,414Updated last year
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆725Updated last month