Alternatives and similar repositories for NIID-Bench

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

• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆630Updated last week
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆693Updated 2 years ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆787Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆256Updated 4 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆267Updated 2 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated 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…
  ☆399Updated 10 months ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆175Updated 4 years ago
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆299Updated 3 years ago
• lxcnju / FedRepo
  ☆177Updated 2 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆241Updated last year
• JYWa / FedNova
  PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
  ☆218Updated 4 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆307Updated 2 years ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆273Updated last year
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆251Updated 10 months ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆394Updated last year
• Xtra-Computing / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆288Updated 3 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆156Updated 8 months ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆449Updated last year
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆192Updated 5 months ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆130Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated 2 years ago
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆87Updated last year
• Accenture / Labs-Federated-Learning
  Accenture Labs Federated Learning
  ☆104Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆163Updated 2 years ago
• litian96 / ditto
  Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
  ☆146Updated 3 years ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,438Updated last year
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆708Updated 10 months ago
• FederatedAI / research
  ☆174Updated 10 months ago