Index

A

add_kwargs() (in module fl_sim.utils.misc) add_parameters() (fl_sim.nodes.Server method), [1]

aggregate_client_metrics() (fl_sim.nodes.Server method), [1] aggregate_results_from_json_log() (fl_sim.nodes.Node static method), [1] avg_parameters() (fl_sim.nodes.Server method), [1]

B

BaseLogger (class in fl_sim.utils.loggers)

C

candidate_models (fl_sim.data_processing.FedCIFAR property), [1] (fl_sim.data_processing.FedDataset property), [1] (fl_sim.data_processing.FedEMNIST property), [1] (fl_sim.data_processing.FedLibSVMDataset property), [1] (fl_sim.data_processing.FedMNIST property), [1] (fl_sim.data_processing.FedProxFEMNIST property), [1] (fl_sim.data_processing.FedProxMNIST property), [1] (fl_sim.data_processing.FedProxSent140 property), [1] (fl_sim.data_processing.FedRotatedCIFAR10 property), [1] (fl_sim.data_processing.FedRotatedMNIST property), [1] (fl_sim.data_processing.FedShakespeare property), [1] (fl_sim.data_processing.FedSynthetic property), [1] char_to_id() (fl_sim.data_processing.FedShakespeare method), [1] clear_logs() (in module fl_sim.utils.misc) CLFMixin (class in fl_sim.models) Client (class in fl_sim.nodes), [1] client_cls (fl_sim.nodes.Server property), [1]

ClientConfig (class in fl_sim.nodes), [1] close() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.CSVLogger method) (fl_sim.utils.loggers.JsonLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) CNNCifar (class in fl_sim.models), [1] CNNCifar_Small (class in fl_sim.models), [1] CNNCifar_Tiny (class in fl_sim.models), [1] CNNFEMnist (class in fl_sim.models), [1] CNNFEMnist_Tiny (class in fl_sim.models), [1] CNNMnist (class in fl_sim.models), [1] communicate() (fl_sim.nodes.Node method), [1] compute_gradients() (fl_sim.nodes.Node method), [1] config_cls (fl_sim.nodes.Server property), [1] criteria_mapping (fl_sim.data_processing.FedLibSVMDataset property), [1] CSVLogger (class in fl_sim.utils.loggers)

D

data_parts (fl_sim.data_processing.FedDataset property), [1] default_dict_to_dict() (in module fl_sim.utils.misc) diff() (fl_sim.models.DiffMixin method) DiffMixin (class in fl_sim.models) doi (fl_sim.data_processing.FedCIFAR property), [1] (fl_sim.data_processing.FedDataset property), [1] (fl_sim.data_processing.FedEMNIST property), [1] (fl_sim.data_processing.FedLibSVMDataset property), [1] (fl_sim.data_processing.FedMNIST property), [1] (fl_sim.data_processing.FedProxFEMNIST property), [1] (fl_sim.data_processing.FedProxMNIST property), [1] (fl_sim.data_processing.FedProxSent140 property), [1] (fl_sim.data_processing.FedRotatedCIFAR10 property), [1] (fl_sim.data_processing.FedRotatedMNIST property), [1] (fl_sim.data_processing.FedShakespeare property), [1] (fl_sim.data_processing.FedSynthetic property), [1]

download_if_needed() (fl_sim.data_processing.FedDataset method), [1] (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedRotatedMNIST method), [1]

E

epoch_end() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) epoch_start() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) eval() (fl_sim.regularizers.L1Norm method), [1] (fl_sim.regularizers.L2Norm method), [1] (fl_sim.regularizers.L2NormSquared method), [1] (fl_sim.regularizers.LInfNorm method), [1] (fl_sim.regularizers.NullRegularizer method), [1] (fl_sim.regularizers.Regularizer method), [1] evaluate() (fl_sim.data_processing.FedCIFAR method), [1] (fl_sim.data_processing.FedDataset method), [1] (fl_sim.data_processing.FedEMNIST method), [1] (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedMNIST method), [1] (fl_sim.data_processing.FedProxFEMNIST method), [1] (fl_sim.data_processing.FedProxMNIST method), [1] (fl_sim.data_processing.FedProxSent140 method), [1] (fl_sim.data_processing.FedRotatedCIFAR10 method), [1] (fl_sim.data_processing.FedRotatedMNIST method), [1] (fl_sim.data_processing.FedShakespeare method), [1] (fl_sim.data_processing.FedSynthetic method), [1] (fl_sim.nodes.Client method), [1]

evaluate_centralized() (fl_sim.nodes.Server method), [1] experiment_indicator() (in module fl_sim.utils.misc) extra_repr_keys() (fl_sim.data_processing.FedCIFAR method), [1] (fl_sim.data_processing.FedDataset method), [1] (fl_sim.data_processing.FedEMNIST method), [1] (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedMNIST method), [1] (fl_sim.data_processing.FedProxFEMNIST method), [1] (fl_sim.data_processing.FedProxMNIST method), [1] (fl_sim.data_processing.FedRotatedCIFAR10 method), [1] (fl_sim.data_processing.FedRotatedMNIST method), [1] (fl_sim.data_processing.FedSynthetic method), [1] (fl_sim.nodes.Client method), [1] (fl_sim.nodes.ClientConfig method), [1] (fl_sim.nodes.Server method), [1] (fl_sim.nodes.ServerConfig method), [1] (fl_sim.regularizers.Regularizer method), [1] (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.LoggerManager method)

F

FedCIFAR (class in fl_sim.data_processing), [1] FedCIFAR100 (class in fl_sim.data_processing), [1] FedDataset (class in fl_sim.data_processing), [1] FedEMNIST (class in fl_sim.data_processing), [1] FedLibSVMDataset (class in fl_sim.data_processing), [1] FedMNIST (class in fl_sim.data_processing), [1] FedNLPDataset (class in fl_sim.data_processing), [1] FedPDMLP (class in fl_sim.models), [1] FedProxFEMNIST (class in fl_sim.data_processing), [1] FedProxMNIST (class in fl_sim.data_processing), [1] FedProxSent140 (class in fl_sim.data_processing), [1] FedRotatedCIFAR10 (class in fl_sim.data_processing), [1] FedRotatedMNIST (class in fl_sim.data_processing), [1] FedShakespeare (class in fl_sim.data_processing), [1] FedSynthetic (class in fl_sim.data_processing), [1] FedVisionDataset (class in fl_sim.data_processing), [1] filename (fl_sim.utils.loggers.BaseLogger property) (fl_sim.utils.loggers.CSVLogger property) (fl_sim.utils.loggers.JsonLogger property) (fl_sim.utils.loggers.TxtLogger property) find_longest_common_substring() (in module fl_sim.utils.misc) fl_sim.data_processing module fl_sim.models module fl_sim.nodes module fl_sim.optimizers module

fl_sim.regularizers module fl_sim.utils module fl_sim.utils.imports module fl_sim.utils.loggers module fl_sim.utils.misc module flush() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.CSVLogger method) (fl_sim.utils.loggers.JsonLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) forward() (fl_sim.models.LogisticRegression method), [1] (fl_sim.models.RNN_OriginalFedAvg method), [1] (fl_sim.models.RNN_Sent140 method), [1] (fl_sim.models.RNN_Sent140_LITE method), [1] (fl_sim.models.RNN_StackOverFlow method), [1] (fl_sim.models.SVC method), [1] (fl_sim.models.SVR method), [1] from_config() (fl_sim.utils.loggers.BaseLogger class method) (fl_sim.utils.loggers.CSVLogger class method) (fl_sim.utils.loggers.JsonLogger class method) (fl_sim.utils.loggers.LoggerManager class method) (fl_sim.utils.loggers.TxtLogger class method)

G

get_all_data() (fl_sim.nodes.Client method), [1] get_cached_metrics() (fl_sim.nodes.Server method), [1] get_class() (fl_sim.data_processing.FedVisionDataset method), [1] get_classes() (fl_sim.data_processing.FedVisionDataset method), [1] get_client_data() (fl_sim.nodes.Server method), [1] get_client_model() (fl_sim.nodes.Server method), [1] get_dataloader() (fl_sim.data_processing.FedCIFAR method), [1] (fl_sim.data_processing.FedDataset method), [1] (fl_sim.data_processing.FedEMNIST method), [1] (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedMNIST method), [1] (fl_sim.data_processing.FedNLPDataset method), [1] (fl_sim.data_processing.FedProxFEMNIST method), [1] (fl_sim.data_processing.FedProxMNIST method), [1] (fl_sim.data_processing.FedProxSent140 method), [1] (fl_sim.data_processing.FedRotatedCIFAR10 method), [1] (fl_sim.data_processing.FedRotatedMNIST method), [1] (fl_sim.data_processing.FedShakespeare method), [1] (fl_sim.data_processing.FedSynthetic method), [1] (fl_sim.data_processing.FedVisionDataset method), [1]

get_detached_model_parameters() (fl_sim.nodes.Node method), [1] get_fed_dataset() (in module fl_sim.data_processing), [1] get_gradients() (fl_sim.nodes.Node method), [1] get_norm() (fl_sim.nodes.Node static method), [1] get_optimizer() (in module fl_sim.optimizers), [1] get_regularizer() (in module fl_sim.regularizers), [1] get_scheduler() (in module fl_sim.utils.misc) get_scheduler_info() (in module fl_sim.utils.misc) get_word_dict() (fl_sim.data_processing.FedShakespeare method), [1]

I

id_to_word() (fl_sim.data_processing.FedShakespeare method), [1] is_convergent (fl_sim.nodes.Client property), [1] (fl_sim.nodes.Node property), [1] (fl_sim.nodes.Server property), [1]

is_notebook() (in module fl_sim.utils.misc)

J

JsonLogger (class in fl_sim.utils.loggers)

L

L1Norm (class in fl_sim.regularizers), [1] L2Norm (class in fl_sim.regularizers), [1] L2NormSquared (class in fl_sim.regularizers), [1] label_map (fl_sim.data_processing.FedCIFAR property), [1] (fl_sim.data_processing.FedEMNIST property), [1] (fl_sim.data_processing.FedMNIST property), [1] (fl_sim.data_processing.FedProxFEMNIST property), [1] (fl_sim.data_processing.FedProxMNIST property), [1] (fl_sim.data_processing.FedRotatedCIFAR10 property), [1] (fl_sim.data_processing.FedRotatedMNIST property), [1] (fl_sim.data_processing.FedVisionDataset property), [1] LInfNorm (class in fl_sim.regularizers), [1] list_all_libsvm_datasets() (fl_sim.data_processing.FedLibSVMDataset class method), [1] list_datasets() (fl_sim.data_processing.FedLibSVMDataset class method), [1] list_fed_dataset() (in module fl_sim.data_processing), [1] load_module_from_file() (in module fl_sim.utils.imports) load_partition_data() (fl_sim.data_processing.FedDataset method), [1] (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedNLPDataset method), [1] (fl_sim.data_processing.FedSynthetic method), [1] (fl_sim.data_processing.FedVisionDataset method), [1]

load_partition_data_distributed() (fl_sim.data_processing.FedDataset method), [1] (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedNLPDataset method), [1] (fl_sim.data_processing.FedSynthetic method), [1] (fl_sim.data_processing.FedVisionDataset method), [1] log_dir (fl_sim.utils.loggers.BaseLogger property) (fl_sim.utils.loggers.LoggerManager property) log_message() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.CSVLogger method) (fl_sim.utils.loggers.JsonLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) log_metrics() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.CSVLogger method) (fl_sim.utils.loggers.JsonLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) log_suffix (fl_sim.utils.loggers.LoggerManager property) LoggerManager (class in fl_sim.utils.loggers) loggers (fl_sim.utils.loggers.LoggerManager property) LogisticRegression (class in fl_sim.models), [1] long_sep (fl_sim.utils.loggers.TxtLogger property)

M

make_serializable() (in module fl_sim.utils.misc) mirror (fl_sim.data_processing.FedRotatedMNIST property), [1] MLP (class in fl_sim.models), [1] module fl_sim.data_processing fl_sim.models fl_sim.nodes fl_sim.optimizers fl_sim.regularizers fl_sim.utils fl_sim.utils.imports fl_sim.utils.loggers fl_sim.utils.misc

N

n_class (fl_sim.data_processing.FedVisionDataset property), [1] Node (class in fl_sim.nodes), [1]

NullRegularizer (class in fl_sim.regularizers), [1] num_classes (fl_sim.data_processing.FedLibSVMDataset property), [1] num_features (fl_sim.data_processing.FedLibSVMDataset property), [1]

O

ordered_dict_to_dict() (in module fl_sim.utils.misc)

P

pipeline() (fl_sim.models.RNN_OriginalFedAvg method), [1] (fl_sim.models.RNN_Sent140 method), [1] (fl_sim.models.RNN_StackOverFlow method), [1] predict() (fl_sim.models.CLFMixin method) (fl_sim.models.REGMixin method) predict_proba() (fl_sim.models.CLFMixin method)

preprocess() (fl_sim.data_processing.FedShakespeare method), [1] prox_eval() (fl_sim.regularizers.L1Norm method), [1] (fl_sim.regularizers.L2Norm method), [1] (fl_sim.regularizers.L2NormSquared method), [1] (fl_sim.regularizers.LInfNorm method), [1] (fl_sim.regularizers.NullRegularizer method), [1] (fl_sim.regularizers.Regularizer method), [1]

R

random_grid_view() (fl_sim.data_processing.FedCIFAR method), [1] (fl_sim.data_processing.FedEMNIST method), [1] (fl_sim.data_processing.FedMNIST method), [1] (fl_sim.data_processing.FedProxFEMNIST method), [1] (fl_sim.data_processing.FedProxMNIST method), [1] (fl_sim.data_processing.FedRotatedCIFAR10 method), [1] (fl_sim.data_processing.FedRotatedMNIST method), [1] raw_data (fl_sim.data_processing.FedProxMNIST property), [1] register_fed_dataset() (in module fl_sim.data_processing), [1] register_optimizer() (in module fl_sim.optimizers), [1] REGMixin (class in fl_sim.models) Regularizer (class in fl_sim.regularizers), [1] required_config_fields (fl_sim.nodes.Node property), [1]

reset() (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.CSVLogger method) (fl_sim.utils.loggers.JsonLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) reset_parameters() (in module fl_sim.models) reset_seed() (fl_sim.data_processing.FedLibSVMDataset method), [1] (fl_sim.data_processing.FedSynthetic method), [1] ResNet10 (class in fl_sim.models), [1] ResNet18 (class in fl_sim.models), [1] RNN_OriginalFedAvg (class in fl_sim.models), [1] RNN_Sent140 (class in fl_sim.models), [1] RNN_Sent140_LITE (class in fl_sim.models), [1] RNN_StackOverFlow (class in fl_sim.models), [1]

S

sample_data() (fl_sim.nodes.Client method), [1] Server (class in fl_sim.nodes), [1] ServerConfig (class in fl_sim.nodes), [1] set_log_dir() (fl_sim.utils.loggers.BaseLogger static method) set_parameters() (fl_sim.nodes.Node method), [1] set_seed() (in module fl_sim.utils.misc)

short_sep (fl_sim.utils.loggers.TxtLogger property) show_image() (fl_sim.data_processing.FedVisionDataset static method), [1] solve_inner() (fl_sim.nodes.Client method), [1] strftime() (fl_sim.utils.loggers.JsonLogger static method) strptime() (fl_sim.utils.loggers.JsonLogger static method) SVC (class in fl_sim.models), [1] SVR (class in fl_sim.models), [1]

T

top_n_accuracy() (in module fl_sim.models) train() (fl_sim.nodes.Client method), [1] (fl_sim.nodes.Server method), [1]

train_centralized() (fl_sim.nodes.Server method), [1] train_federated() (fl_sim.nodes.Server method), [1] train_local() (fl_sim.nodes.Server method), [1] TxtLogger (class in fl_sim.utils.loggers)

U

update() (fl_sim.nodes.Node method), [1] update_gradients() (fl_sim.nodes.Server method), [1] url (fl_sim.data_processing.FedCIFAR100 property), [1] (fl_sim.data_processing.FedDataset property), [1] (fl_sim.data_processing.FedEMNIST property), [1] (fl_sim.data_processing.FedLibSVMDataset property), [1] (fl_sim.data_processing.FedMNIST property), [1] (fl_sim.data_processing.FedProxFEMNIST property), [1] (fl_sim.data_processing.FedProxMNIST property), [1] (fl_sim.data_processing.FedProxSent140 property), [1] (fl_sim.data_processing.FedRotatedCIFAR10 property), [1] (fl_sim.data_processing.FedRotatedMNIST property), [1] (fl_sim.data_processing.FedShakespeare property), [1] (fl_sim.data_processing.FedSynthetic property), [1]

V

view_image() (fl_sim.data_processing.FedCIFAR method), [1] (fl_sim.data_processing.FedEMNIST method), [1] (fl_sim.data_processing.FedMNIST method), [1] (fl_sim.data_processing.FedProxFEMNIST method), [1] (fl_sim.data_processing.FedProxMNIST method), [1] (fl_sim.data_processing.FedRotatedCIFAR10 method), [1] (fl_sim.data_processing.FedRotatedMNIST method), [1]

view_sample() (fl_sim.data_processing.FedProxSent140 method), [1] (fl_sim.data_processing.FedShakespeare method), [1]

W

words (fl_sim.data_processing.FedShakespeare property), [1]