fluke
  • Tutorials
    • Run fluke Use fluke out of the box
    • Add an FL algorithm Create your own FL algorithm
    • Custom dataset in fluke Use a custom dataset in a FL experiment
    • Custom model in fluke Use a custom model in a FL experiment
  • Help us
    • Report a bug Help us to improve fluke
    • Request a feature Tell us what you need
    • Contribute Join the development team
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Getting started

  • Installation
  • First run
  • fluke CLI
  • Configuration
    • Understanding the data configuration
    • Log configuration
  • Add an algorithm to fluke
    • Client class
    • Server class
    • CentralizedFL class
  • Tutorials
    • First steps with fluke API
    • New federated algorithm with fluke
    • Using your own data with fluke
    • Using a custom model in fluke

API DOCUMENTATION

  • API overview
  • fluke
  • fluke.algorithms
    • APFL
    • CCVR
    • DITTO
    • FedALA
    • FedAMP
    • FedAVG
    • FedAVGM
    • FedAwS
    • FedBABU
    • FedBN
    • FedDyn
    • FedExP
    • FedHP
    • FedLC
    • FedNH
    • FedNova
    • FedOpt
    • FedPer
    • FedProto
    • FedProx
    • FedRep
    • FedROD
    • FedRS
    • FedSAM
    • FedSGD
    • LG-FedAVG
    • MOON
    • Per-FedAVG
    • pFedMe
    • SCAFFOLD
    • SuPerFed
  • fluke.client
  • fluke.comm
  • fluke.data
    • fluke.data.datasets
  • fluke.evaluation
  • fluke.nets
  • fluke.server
  • fluke.utils
    • fluke.utils.log
    • fluke.utils.model
    • fluke.utils.log

Contribute

  • Contributing to fluke
  • Contributor Covenant Code of Conduct
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  1. fluke /
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TutorialsΒΆ

Contents:

  • First steps with fluke API
  • New federated algorithm with fluke
  • Using your own data with fluke
  • Using a custom model in fluke
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CentralizedFL class
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First steps with fluke API

2024, Mirko Polato

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