HewlettPackard / swarm-learning

Related projects: ⓘ

• schultzelab / swarm_learning
  Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020
  ☆194Updated 3 years ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆213Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆277Updated last year
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆103Updated last year
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆493Updated last year
• sreyafrancis / BlockchainForFederatedLearning
  Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
  ☆174Updated 3 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆93Updated 3 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆676Updated last month
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆182Updated 8 months ago
• gkaissis / PriMIA
  PriMIA: Privacy-preserving Medical Image Analysis
  ☆129Updated last year
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆521Updated 2 months ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆326Updated 2 years ago
• KatherLab / SWARM
  Swarm Learning for computational pathology
  ☆26Updated 2 years ago
• FederatedAI / research
  ☆163Updated last month
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆385Updated 9 months ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆352Updated last month
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆152Updated 7 months ago
• abdkhanstd / COVID-19
  Wuhan Corona (COVID-19) patients dataset
  ☆37Updated last year
• iammcy / BFLC-demo
  This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…
  ☆98Updated 2 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆293Updated last year
• lishenghui / blades
  Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning
  ☆130Updated last month
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆141Updated 11 months ago
• hanglearning / VBFL
  ☆72Updated 10 months ago
• shreyasnbhat / federated-learning
  A distributed fedrated learning system on the blockchain.
  ☆59Updated 5 years ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆251Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆627Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆465Updated last year
• facebookresearch / FLSim
  Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…
  ☆250Updated 3 weeks ago
• thothsun / federated-learning-blockchain-web
  Federated Learning Blockchain Web Demo
  ☆49Updated last year
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆719Updated last month