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
  • Index

Index

C | F | P | R | S

C

  • calc_aggregated_delta_weights() (flamby.strategies.FedAdagrad method)
    • (flamby.strategies.FedAdam method)
    • (flamby.strategies.FedYogi method)
  • Cyclic (class in flamby.strategies)

F

  • FedAdagrad (class in flamby.strategies)
  • FedAdam (class in flamby.strategies)
  • FedAvg (class in flamby.strategies)
  • FedCamelyon16 (class in flamby.datasets.fed_camelyon16)
  • FedHeartDisease (class in flamby.datasets.fed_heart_disease)
  • FedIsic2019 (class in flamby.datasets.fed_isic2019)
  • FedIXITiny (class in flamby.datasets.fed_ixi)
  • FedKits19 (class in flamby.datasets.fed_kits19)
  • FedLidcIdri (class in flamby.datasets.fed_lidc_idri)
  • FedProx (class in flamby.strategies)
  • FedTcgaBrca (class in flamby.datasets.fed_tcga_brca)
  • FedYogi (class in flamby.strategies)

P

  • perform_round() (flamby.strategies.Cyclic method)
    • (flamby.strategies.FedAdagrad method)
    • (flamby.strategies.FedAdam method)
    • (flamby.strategies.FedAvg method)
    • (flamby.strategies.FedProx method)
    • (flamby.strategies.FedYogi method)
    • (flamby.strategies.Scaffold method)

R

  • run() (flamby.strategies.Cyclic method)
    • (flamby.strategies.FedAdagrad method)
    • (flamby.strategies.FedAdam method)
    • (flamby.strategies.FedAvg method)
    • (flamby.strategies.FedProx method)
    • (flamby.strategies.FedYogi method)
    • (flamby.strategies.Scaffold method)

S

  • Scaffold (class in flamby.strategies)

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