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fl-sim 0.0.1 documentation
Getting started
Installation instructions
Usage examples
API Reference
fl_sim.nodes
Node
Server
ServerConfig
Client
ClientConfig
fl_sim.data_processing
FedDataset
FedVisionDataset
FedNLPDataset
FedCIFAR
FedCIFAR100
FedEMNIST
FedMNIST
FedRotatedCIFAR10
FedRotatedMNIST
FedProxFEMNIST
FedProxMNIST
FedShakespeare
FedProxSent140
FedSynthetic
FedLibSVMDataset
fl_sim.data_processing.register_fed_dataset
fl_sim.data_processing.list_fed_dataset
fl_sim.data_processing.get_fed_dataset
fl_sim.models
CNNMnist
CNNFEMnist
CNNFEMnist_Tiny
CNNCifar
CNNCifar_Small
CNNCifar_Tiny
ResNet18
ResNet10
RNN_OriginalFedAvg
RNN_StackOverFlow
RNN_Sent140
RNN_Sent140_LITE
MLP
FedPDMLP
LogisticRegression
SVC
SVR
fl_sim.models.reset_parameters
fl_sim.models.top_n_accuracy
CLFMixin
REGMixin
DiffMixin
fl_sim.optimizers
fl_sim.optimizers.get_optimizer
fl_sim.optimizers.register_optimizer
fl_sim.regularizers
fl_sim.regularizers.get_regularizer
Regularizer
L1Norm
L2Norm
L2NormSquared
LInfNorm
NullRegularizer
fl_sim.utils
Advanced Topics
Federated learning algorithms
Overview of Optimization Algorithms in Federated Learning
Proximal Algorithms in Federated Learning
Primal-Dual Algorithms in Federated Learning
Operator Splitting Algorithms in Federated Learning
Skipping Algorithms in Federated Learning
Command line interface
Visualization subsystem
Repository
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Skipping Algorithms in Federated Learning
Skipping Algorithms in Federated Learning
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