schultzelab / swarm_learning

Related projects ⓘ

Alternatives and complementary repositories for swarm_learning

• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆332Updated this week
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆69Updated 3 years ago
• med-air / FedBN
  [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
  ☆231Updated last year
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆242Updated last year
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆157Updated 9 months ago
• sreyafrancis / BlockchainForFederatedLearning
  Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
  ☆181Updated 3 years ago
• IBM / probabilistic-federated-neural-matching
  Bayesian Nonparametric Federated Learning of Neural Networks
  ☆140Updated 5 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆229Updated 3 months ago
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆104Updated last year
• open-intelligence / federated-learning-chinese
  ☆109Updated 3 years ago
• FederatedAI / research
  ☆166Updated 2 weeks ago
• thothsun / federated-learning-blockchain-web
  Federated Learning Blockchain Web Demo
  ☆50Updated last year
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆250Updated last year
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆92Updated 3 years ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆213Updated last year
• tao-shen / Federated-Learning-FAQ
  ☆188Updated 2 months ago
• ayushm-agrawal / Federated-Learning-Implementations
  This repository contains all the implementation of different papers on Federated Learning
  ☆43Updated 4 years ago
• litian96 / ditto
  Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
  ☆138Updated 2 years ago
• omarfoq / FedEM
  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
  ☆155Updated 2 years ago
• hanglearning / VBFL
  ☆73Updated last year
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆331Updated 2 years ago
• tanjuntao / VFL_paper_list
  vertical federated learning paper lists
  ☆75Updated 3 years ago
• KatherLab / SWARM
  Swarm Learning for computational pathology
  ☆28Updated 2 years ago
• c-gabri / Federated-Learning-PyTorch
  PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…
  ☆66Updated 2 years ago
• GillHuang-Xtler / flPapers
  Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…
  ☆95Updated 2 years ago
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆160Updated 3 years ago
• Accenture / Labs-Federated-Learning
  Accenture Labs Federated Learning
  ☆93Updated 7 months ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆66Updated 3 years ago
• jiahuanluo / Federated-Benchmark
  A Benchmark of Real-world Image Dataset for Federated Learning
  ☆42Updated 5 years ago
• eceisik / ece_fl_public
  ☆52Updated 2 years ago