Skip to main content
Back to top
Ctrl
+
K
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
Suggest edit
Open issue
.rst
.pdf
Operator Splitting Algorithms in Federated Learning
Operator Splitting Algorithms in Federated Learning
#
to write more….