Alternatives and similar repositories for swarm_learning

Users that are interested in swarm_learning are comparing it to the libraries listed below

• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆349Updated 9 months ago
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆75Updated 6 months ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆218Updated 2 years ago
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆253Updated 2 years ago
• med-air / FedBN
  [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
  ☆258Updated 2 years ago
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆109Updated 2 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆305Updated 2 years ago
• open-intelligence / federated-learning-chinese
  ☆110Updated 4 years ago
• Samuel-Maddock / federated-boosted-dp-trees
  Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
  ☆46Updated last year
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆79Updated 2 years ago
• jiahuanluo / Federated-Benchmark
  A Benchmark of Real-world Image Dataset for Federated Learning
  ☆42Updated 5 years ago
• tanjuntao / VFL_paper_list
  vertical federated learning paper lists
  ☆76Updated 4 years ago
• Di-Chai / FedEval
  ☆45Updated last year
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆94Updated 4 years ago
• sreyafrancis / BlockchainForFederatedLearning
  Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
  ☆189Updated 4 years ago
• FederatedAI / research
  ☆174Updated 10 months ago
• eceisik / ece_fl_public
  ☆54Updated 3 years ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆339Updated 3 years ago
• thothsun / federated-learning-blockchain-web
  Federated Learning Blockchain Web Demo
  ☆51Updated 2 years ago
• tao-shen / Federated-Learning-FAQ
  ☆195Updated last year
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• lishenghui / blades
  ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
  ☆143Updated 6 months ago
• XinyiYS / CollaborativeFairFederatedLearning
  Official implementation of our work "Collaborative Fairness in Federated Learning."
  ☆54Updated last year
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆240Updated last year
• IBM / probabilistic-federated-neural-matching
  Bayesian Nonparametric Federated Learning of Neural Networks
  ☆144Updated 6 years ago
• litian96 / ditto
  Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
  ☆145Updated 3 years ago
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆163Updated 2 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆266Updated 2 years ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆68Updated 4 years ago
• abdkhanstd / COVID-19
  Wuhan Corona (COVID-19) patients dataset
  ☆38Updated last month