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FedLab 1.3.0_alpha documentation
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Contents:

  • Overview of FedLab
  • Installation & Set up
  • Tutorials
    • Distributed Communication
    • Communication Strategy
    • Federated Optimization
    • Federated Dataset and DataPartitioner
    • Deploy FedLab Process in a Docker Container
  • Examples
    • Quick Start
    • PyTorch version of LEAF
  • Contributing to FedLab
  • Reference
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    • fedlab
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        • algorithm
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          • ditto
          • fedavg
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          • powerofchoice
          • qfedavg
          • scaffold
        • compressor
          • compressor
          • quantization
          • topk
        • dataset
          • adult
          • basic_dataset
          • celeba
          • covtype
          • fcube
          • femnist
          • partitioned_cifar
          • partitioned_mnist
          • pathological_mnist
          • rcv1
          • rotated_cifar10
          • rotated_mnist
          • sent140
          • shakespeare
      • core
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          • functional
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        • aggregator
        • functional
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        • message_code
        • serialization
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femnist#

Module Contents#

FemnistDataset

class FemnistDataset(client_id: int, client_str: str, data: list, targets: list)#

Bases: torch.utils.data.Dataset

_process_data_target()#

process client’s data and target

__len__()#
__getitem__(index)#
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  • femnist
    • Module Contents
      • FemnistDataset
        • FemnistDataset._process_data_target()
        • FemnistDataset.__len__()
        • FemnistDataset.__getitem__()
      • FemnistDataset
        • _process_data_target
        • __len__
        • __getitem__