FLamby

Installation

  • Installation

Getting Started Instructions

  • Quickstart

Datasets informations

  • Fed-TCGA-BRCA
  • Fed-Heart Disease
  • Fed-IXI
  • Fed-ISIC 2019
  • Fed-Camelyon16
  • Fed-LIDC-IDRI
  • Fed-KiTS19

Integration with FL-frameworks

  • Using FLamby with Substra
  • Using FLamby with Fed-BioMed
  • Using FLamby with FedML

Reproducible results with docker

  • Containerized execution

Reproducing results

  • Reproduction instructions

FAQ

  • FAQ

Extending FLamby

  • Extending FLamby
  • Contribution Guidelines

Code Documentation

  • FL Strategies
  • Datasets
FLamby
  • Overview: module code

All modules for which code is available

  • flamby.datasets.fed_camelyon16.dataset
  • flamby.datasets.fed_heart_disease.dataset
  • flamby.datasets.fed_isic2019.dataset
  • flamby.datasets.fed_ixi.dataset
  • flamby.datasets.fed_kits19.dataset
  • flamby.datasets.fed_lidc_idri.dataset
  • flamby.datasets.fed_tcga_brca.dataset
  • flamby.strategies.cyclic
  • flamby.strategies.fed_avg
  • flamby.strategies.fed_opt
  • flamby.strategies.fed_prox
  • flamby.strategies.scaffold

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