Alternatives and similar repositories for openfederatedlearning

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

• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆796Updated this week
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆518Updated last week
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆161Updated this week
• facebookresearch / FLSim
  Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…
  ☆263Updated last year
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆732Updated 3 months ago
• gkaissis / PriMIA
  PriMIA: Privacy-preserving Medical Image Analysis
  ☆136Updated 2 years ago
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆191Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆218Updated 2 years ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆888Updated 2 years ago
• owkin / FLamby
  Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…
  ☆218Updated last year
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆350Updated 10 months ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆540Updated last year
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆400Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆477Updated 2 years ago
• Koukyosyumei / AIJack
  Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
  ☆409Updated last week
• meta-pytorch / opacus
  Training PyTorch models with differential privacy
  ☆1,850Updated last week
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆532Updated last year
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆709Updated 11 months ago
• Substra / substrafl
  A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
  ☆59Updated 3 months ago
• privacytrustlab / ml_privacy_meter
  Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
  ☆678Updated 5 months ago
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆696Updated 2 years ago
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆511Updated 2 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆450Updated last year
• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆102Updated last year
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆152Updated this week
• facebookresearch / CrypTen
  A framework for Privacy Preserving Machine Learning
  ☆1,619Updated 10 months ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆95Updated 4 years ago
• google / fedjax
  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
  ☆265Updated 2 months ago
• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆100Updated 2 years ago
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆146Updated last month