Skip to content

taoqi98/FedSampling

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 
 
 

Repository files navigation

FedSampling

Codes of FedSampling

  • Utils.py: Codes of data preprocessing functions
  • DataLoader.py: Codes for loading and preprocessing text and images data
  • Partation.py: Codes for class non-IID and size non-IID data partition
  • Models.py: Codes for implementing the basic text and image models
  • FedSampling.py: Codes of the proposed federated data sampling and training mechanism
  • Main-SizeNonIID.ipynb: Codes of conducting the size non-IID experiments
  • Main-ClassNonIID.ipynb: Codes of conducting the class non-IID experiments

About

Codes of FedSampling

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages