Alternatives and similar repositories for openfl:

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

• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆722Updated this week
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆505Updated last year
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆188Updated 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…
  ☆259Updated 7 months ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆717Updated 8 months ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆218Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆475Updated last year
• google / fedjax
  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
  ☆261Updated last week
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆534Updated 9 months ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆880Updated 2 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆437Updated last year
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆397Updated last year
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,950Updated 2 years ago
• gkaissis / PriMIA
  PriMIA: Privacy-preserving Medical Image Analysis
  ☆131Updated last year
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆680Updated 2 years ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆692Updated 6 months 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…
  ☆213Updated 10 months ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆300Updated 2 years ago
• scaleoutsystems / fedn
  FEDn: An enterprise-ready and vendor-agnostic federated learning framework.
  ☆153Updated this week
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,401Updated 8 months ago
• google-parfait / tensorflow-federated
  An open-source framework for machine learning and other computations on decentralized data.
  ☆2,370Updated this week
• PaddlePaddle / PaddleFL
  Federated Deep Learning in PaddlePaddle
  ☆502Updated last year
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆342Updated 5 months ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆94Updated 4 years ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆337Updated 3 years ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆764Updated 8 months ago
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,338Updated 11 months ago
• NVIDIA / clara-train-examples
  Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models
  ☆127Updated last year
• FederatedAI / research
  ☆172Updated 5 months ago
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆285Updated last year