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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
  • API Reference
    • fedlab
      • contrib
        • algorithm
          • basic_client
          • basic_server
          • ditto
          • fedavg
          • feddyn
          • fednova
          • fedprox
          • ifca
          • 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
        • client
          • manager
          • trainer
        • communicator
          • package
          • processor
        • server
          • hierarchical
            • connector
            • scheduler
          • handler
          • manager
        • coordinator
        • model_maintainer
        • network
        • network_manager
        • standalone
      • models
        • cnn
        • mlp
        • rnn
      • utils
        • dataset
          • functional
          • partition
        • aggregator
        • functional
        • logger
        • message_code
        • serialization
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