Alternatives and similar repositories for FL4Health

Users that are interested in FL4Health are comparing it to the libraries listed below

• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆100Updated 2 years ago
• zibinpan / FedLF
  ☆16Updated last year
• 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…
  ☆225Updated last year
• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆65Updated 4 years ago
• NVIDIA / clara-train-examples
  Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models
  ☆129Updated last year
• NVlabs / PerAda
  Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)
  ☆22Updated last year
• VITA-Group / MaT-FL
  [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …
  ☆13Updated 2 years ago
• kampmichael / FedDC
  ☆14Updated 2 years ago
• ivishalanand / Federated-Learning-on-Hospital-Data
  A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…
  ☆39Updated 6 years ago
• naderAsadi / FedAvg
  Simple implementation of FedAvg, a Federated Learning algorithm.
  ☆33Updated 2 years ago
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆167Updated last month
• LabeliaLabs / distributed-learning-contributivity
  Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…
  ☆57Updated 2 years ago
• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆103Updated last year
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆84Updated 2 years ago
• TUM-AIMED / hyfed
  The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.
  ☆18Updated 4 months ago
• Liangqiong / ViT-FL-main
  ☆115Updated 2 years ago
• muz1lee / MOTdata
  Implementation of FedBary
  ☆15Updated 9 months ago
• FedML-AI / FedCV
  FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
  ☆67Updated last year
• gkaissis / PriMIA
  PriMIA: Privacy-preserving Medical Image Analysis
  ☆137Updated 2 years ago
• torchfl-org / torchfl
  A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Buil…
  ☆42Updated last year
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆352Updated last month
• burlachenkok / flpytorch
  FL_PyTorch: Optimization Research Simulator for Federated Learning
  ☆35Updated 2 years ago
• google-research / DP-FTRL
  DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.
  ☆35Updated 7 months ago
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆193Updated 2 years ago
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆168Updated this week
• KarhouTam / FedRecon
  PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning
  ☆15Updated 3 years ago
• microsoft / DPSDA
  Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]
  ☆109Updated 2 months ago
• watml / Fed-MGDA
  ☆29Updated 3 years ago
• yonetaniryo / federated_learning_pytorch
  Simplified implementation of federated learning in PyTorch
  ☆32Updated 5 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆96Updated 5 years ago