Alternatives and similar repositories for FLamby:

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

• Substra / substrafl
  A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
  ☆58Updated 3 months ago
• Substra / substra
  Low-level Python library used to interact with a Substra network
  ☆278Updated 3 months ago
• LabeliaLabs / distributed-learning-contributivity
  Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…
  ☆57Updated last year
• fedbiomed / fedbiomed
  A collaborative learning framework for empowering biomedical research
  ☆41Updated this week
• gkaissis / PriMIA
  PriMIA: Privacy-preserving Medical Image Analysis
  ☆129Updated last year
• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆672Updated this week
• Substra / substra-documentation
  Documentation of the Substra software
  ☆21Updated 3 months ago
• albarqouni / Federated-Learning-In-Healthcare
  A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.
  ☆31Updated 4 years ago
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆72Updated 3 years ago
• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆94Updated 10 months ago
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆70Updated last year
• VectorInstitute / FL4Health
  A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
  ☆31Updated this week
• Liangqiong / ViT-FL-main
  ☆106Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆217Updated last year
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆94Updated this week
• okazaki0 / pyfed
  PyFed generic framework of benchmark for Federated Learning
  ☆11Updated 3 years ago
• NVIDIA / clara-train-examples
  Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models
  ☆125Updated 8 months ago
• KatherLab / SWARM
  Swarm Learning for computational pathology
  ☆28Updated 2 years ago
• Substra / substra-tools
  Python wrappers to interact with a Substra backend
  ☆26Updated 3 months ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆92Updated 4 years ago
• Substra / substra-frontend
  Frontend of the Substra software
  ☆39Updated 2 weeks ago
• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆86Updated last year
• schultzelab / swarm_learning
  Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020
  ☆195Updated 3 years ago
• Substra / orchestrator
  Orchestrates the tasks in a Substra network
  ☆17Updated this week
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆338Updated 2 months ago
• scaleoutsystems / fedn
  FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.
  ☆146Updated this week
• ZexiLee / ICML-2023-FedLAW
  The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".
  ☆52Updated last year
• mlcommons / medperf
  An open benchmarking platform for medical artificial intelligence using Federated Evaluation.
  ☆150Updated 3 weeks ago
• Substra / substra-backend
  Backend of the Substra software
  ☆57Updated this week