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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

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Codes of FedSampling

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