Index A | B | C | D | E | F | G | I | J | L | M | N | O | P | R | S | T | U | V | W A add_kwargs() (in module fl_sim.utils.misc) add_parameters() (fl_sim.nodes.Server method) aggregate_client_metrics() (fl_sim.nodes.Server method) aggregate_results_from_json_log() (fl_sim.nodes.Node static method) avg_parameters() (fl_sim.nodes.Server method) B BaseLogger (class in fl_sim.utils.loggers) C candidate_models (fl_sim.data_processing.FedCIFAR property) (fl_sim.data_processing.FedDataset property) (fl_sim.data_processing.FedEMNIST property) (fl_sim.data_processing.FedLibSVMDataset property) (fl_sim.data_processing.FedMNIST property) (fl_sim.data_processing.FedProxFEMNIST property) (fl_sim.data_processing.FedProxMNIST property) (fl_sim.data_processing.FedProxSent140 property) (fl_sim.data_processing.FedRotatedCIFAR10 property) (fl_sim.data_processing.FedRotatedMNIST property) (fl_sim.data_processing.FedShakespeare property) (fl_sim.data_processing.FedSynthetic property) (fl_sim.data_processing.TinyImageNet property) char_to_id() (fl_sim.data_processing.FedShakespeare method) clear_logs() (in module fl_sim.utils.misc) CLFMixin (class in fl_sim.models) Client (class in fl_sim.nodes) client_cls (fl_sim.nodes.Server property) ClientConfig (class in fl_sim.nodes) close() (fl_sim.utils.loggers.BaseLogger 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) CNNCifar_Small (class in fl_sim.models) CNNCifar_Tiny (class in fl_sim.models) CNNFEMnist (class in fl_sim.models) CNNFEMnist_Tiny (class in fl_sim.models) CNNMnist (class in fl_sim.models) communicate() (fl_sim.nodes.Node method) compute_gradients() (fl_sim.nodes.Node method) compute_sparsity() (in module fl_sim.utils.misc) config_cls (fl_sim.nodes.Server property) criteria_mapping (fl_sim.data_processing.FedLibSVMDataset property) D data_parts (fl_sim.data_processing.FedDataset property) 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) (fl_sim.data_processing.FedDataset property) (fl_sim.data_processing.FedEMNIST property) (fl_sim.data_processing.FedLibSVMDataset property) (fl_sim.data_processing.FedMNIST property) (fl_sim.data_processing.FedProxFEMNIST property) (fl_sim.data_processing.FedProxMNIST property) (fl_sim.data_processing.FedProxSent140 property) (fl_sim.data_processing.FedRotatedCIFAR10 property) (fl_sim.data_processing.FedRotatedMNIST property) (fl_sim.data_processing.FedShakespeare property) (fl_sim.data_processing.FedSynthetic property) (fl_sim.data_processing.TinyImageNet property) download_if_needed() (fl_sim.data_processing.FedDataset method) (fl_sim.data_processing.FedLibSVMDataset method) (fl_sim.data_processing.FedRotatedMNIST method) 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) (fl_sim.regularizers.L2Norm method) (fl_sim.regularizers.L2NormSquared method) (fl_sim.regularizers.LInfNorm method) (fl_sim.regularizers.NullRegularizer method) (fl_sim.regularizers.Regularizer method) evaluate() (fl_sim.data_processing.FedCIFAR method) (fl_sim.data_processing.FedDataset method) (fl_sim.data_processing.FedEMNIST method) (fl_sim.data_processing.FedLibSVMDataset method) (fl_sim.data_processing.FedMNIST method) (fl_sim.data_processing.FedProxFEMNIST method) (fl_sim.data_processing.FedProxMNIST method) (fl_sim.data_processing.FedProxSent140 method) (fl_sim.data_processing.FedRotatedCIFAR10 method) (fl_sim.data_processing.FedRotatedMNIST method) (fl_sim.data_processing.FedShakespeare method) (fl_sim.data_processing.FedSynthetic method) (fl_sim.data_processing.TinyImageNet method) (fl_sim.nodes.Client method) evaluate_centralized() (fl_sim.nodes.Server method) experiment_indicator() (in module fl_sim.utils.misc) extra_repr_keys() (fl_sim.data_processing.FedCIFAR method) (fl_sim.data_processing.FedDataset method) (fl_sim.data_processing.FedEMNIST method) (fl_sim.data_processing.FedLibSVMDataset method) (fl_sim.data_processing.FedMNIST method) (fl_sim.data_processing.FedProxFEMNIST method) (fl_sim.data_processing.FedProxMNIST method) (fl_sim.data_processing.FedRotatedCIFAR10 method) (fl_sim.data_processing.FedRotatedMNIST method) (fl_sim.data_processing.FedSynthetic method) (fl_sim.data_processing.TinyImageNet method) (fl_sim.nodes.Client method) (fl_sim.nodes.ClientConfig method) (fl_sim.nodes.Server method) (fl_sim.nodes.ServerConfig method) (fl_sim.regularizers.Regularizer method) (fl_sim.utils.loggers.BaseLogger method) (fl_sim.utils.loggers.LoggerManager method) F FedCIFAR (class in fl_sim.data_processing) FedCIFAR100 (class in fl_sim.data_processing) FedDataset (class in fl_sim.data_processing) FedEMNIST (class in fl_sim.data_processing) FedLibSVMDataset (class in fl_sim.data_processing) FedMNIST (class in fl_sim.data_processing) FedNLPDataset (class in fl_sim.data_processing) FedPDMLP (class in fl_sim.models) FedProxFEMNIST (class in fl_sim.data_processing) FedProxMNIST (class in fl_sim.data_processing) FedProxSent140 (class in fl_sim.data_processing) FedRotatedCIFAR10 (class in fl_sim.data_processing) FedRotatedMNIST (class in fl_sim.data_processing) FedShakespeare (class in fl_sim.data_processing) FedSynthetic (class in fl_sim.data_processing) FedVisionDataset (class in fl_sim.data_processing) filename (fl_sim.utils.loggers.BaseLogger 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.JsonLogger method) (fl_sim.utils.loggers.LoggerManager method) (fl_sim.utils.loggers.TxtLogger method) forward() (fl_sim.models.LogisticRegression method) (fl_sim.models.RNN_OriginalFedAvg method) (fl_sim.models.RNN_Sent140 method) (fl_sim.models.RNN_Sent140_LITE method) (fl_sim.models.RNN_StackOverFlow method) (fl_sim.models.SVC method) (fl_sim.models.SVR method) from_config() (fl_sim.utils.loggers.BaseLogger 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) get_cached_metrics() (fl_sim.nodes.Server method) get_class() (fl_sim.data_processing.FedVisionDataset method) get_classes() (fl_sim.data_processing.FedVisionDataset method) get_client_data() (fl_sim.nodes.Server method) get_client_model() (fl_sim.nodes.Server method) get_dataloader() (fl_sim.data_processing.FedCIFAR method) (fl_sim.data_processing.FedDataset method) (fl_sim.data_processing.FedEMNIST method) (fl_sim.data_processing.FedLibSVMDataset method) (fl_sim.data_processing.FedMNIST method) (fl_sim.data_processing.FedNLPDataset method) (fl_sim.data_processing.FedProxFEMNIST method) (fl_sim.data_processing.FedProxMNIST method) (fl_sim.data_processing.FedProxSent140 method) (fl_sim.data_processing.FedRotatedCIFAR10 method) (fl_sim.data_processing.FedRotatedMNIST method) (fl_sim.data_processing.FedShakespeare method) (fl_sim.data_processing.FedSynthetic method) (fl_sim.data_processing.FedVisionDataset method) (fl_sim.data_processing.TinyImageNet method) get_detached_model_parameters() (fl_sim.nodes.Node method) get_fed_dataset() (in module fl_sim.data_processing) get_gradients() (fl_sim.nodes.Node method) get_norm() (fl_sim.nodes.Node static method) get_optimizer() (in module fl_sim.optimizers) get_regularizer() (in module fl_sim.regularizers) 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) I id_to_word() (fl_sim.data_processing.FedShakespeare method) is_convergent (fl_sim.nodes.Client property) (fl_sim.nodes.Node property) (fl_sim.nodes.Server property) is_notebook() (in module fl_sim.utils.misc) J JsonLogger (class in fl_sim.utils.loggers) L L1Norm (class in fl_sim.regularizers) L2Norm (class in fl_sim.regularizers) L2NormSquared (class in fl_sim.regularizers) label_map (fl_sim.data_processing.FedCIFAR property) (fl_sim.data_processing.FedEMNIST property) (fl_sim.data_processing.FedMNIST property) (fl_sim.data_processing.FedProxFEMNIST property) (fl_sim.data_processing.FedProxMNIST property) (fl_sim.data_processing.FedRotatedCIFAR10 property) (fl_sim.data_processing.FedRotatedMNIST property) (fl_sim.data_processing.FedVisionDataset property) (fl_sim.data_processing.TinyImageNet property) LInfNorm (class in fl_sim.regularizers) list_all_libsvm_datasets() (fl_sim.data_processing.FedLibSVMDataset class method) list_datasets() (fl_sim.data_processing.FedLibSVMDataset class method) list_fed_dataset() (in module fl_sim.data_processing) load_module_from_file() (in module fl_sim.utils.imports) load_partition_data() (fl_sim.data_processing.FedDataset method) (fl_sim.data_processing.FedLibSVMDataset method) (fl_sim.data_processing.FedNLPDataset method) (fl_sim.data_processing.FedSynthetic method) (fl_sim.data_processing.FedVisionDataset method) load_partition_data_distributed() (fl_sim.data_processing.FedDataset method) (fl_sim.data_processing.FedLibSVMDataset method) (fl_sim.data_processing.FedNLPDataset method) (fl_sim.data_processing.FedSynthetic method) (fl_sim.data_processing.FedVisionDataset method) 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.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.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) long_sep (fl_sim.utils.loggers.TxtLogger property) M make_serializable() (in module fl_sim.utils.misc) mirror (fl_sim.data_processing.FedRotatedMNIST property) MLP (class in fl_sim.models) 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) Node (class in fl_sim.nodes) NullRegularizer (class in fl_sim.regularizers) num_classes (fl_sim.data_processing.FedLibSVMDataset property) num_features (fl_sim.data_processing.FedLibSVMDataset property) O ordered_dict_to_dict() (in module fl_sim.utils.misc) P pipeline() (fl_sim.models.RNN_OriginalFedAvg method) (fl_sim.models.RNN_Sent140 method) (fl_sim.models.RNN_StackOverFlow method) 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) prox_eval() (fl_sim.regularizers.L1Norm method) (fl_sim.regularizers.L2Norm method) (fl_sim.regularizers.L2NormSquared method) (fl_sim.regularizers.LInfNorm method) (fl_sim.regularizers.NullRegularizer method) (fl_sim.regularizers.Regularizer method) R random_grid_view() (fl_sim.data_processing.FedCIFAR method) (fl_sim.data_processing.FedEMNIST method) (fl_sim.data_processing.FedMNIST method) (fl_sim.data_processing.FedProxFEMNIST method) (fl_sim.data_processing.FedProxMNIST method) (fl_sim.data_processing.FedRotatedCIFAR10 method) (fl_sim.data_processing.FedRotatedMNIST method) (fl_sim.data_processing.TinyImageNet method) raw_data (fl_sim.data_processing.FedProxMNIST property) register_fed_dataset() (in module fl_sim.data_processing) register_optimizer() (in module fl_sim.optimizers) REGMixin (class in fl_sim.models) Regularizer (class in fl_sim.regularizers) required_config_fields (fl_sim.nodes.Node property) reset() (fl_sim.utils.loggers.BaseLogger 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) (fl_sim.data_processing.FedSynthetic method) ResNet10 (class in fl_sim.models) ResNet18 (class in fl_sim.models) RNN_OriginalFedAvg (class in fl_sim.models) RNN_Sent140 (class in fl_sim.models) RNN_Sent140_LITE (class in fl_sim.models) RNN_StackOverFlow (class in fl_sim.models) S sample_data() (fl_sim.nodes.Client method) Server (class in fl_sim.nodes) ServerConfig (class in fl_sim.nodes) set_log_dir() (fl_sim.utils.loggers.BaseLogger static method) set_parameters() (fl_sim.nodes.Node method) 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) ShrinkedResNet (class in fl_sim.models) solve_inner() (fl_sim.nodes.Client method) strftime() (fl_sim.utils.loggers.JsonLogger static method) strptime() (fl_sim.utils.loggers.JsonLogger static method) SVC (class in fl_sim.models) SVR (class in fl_sim.models) T TinyImageNet (class in fl_sim.data_processing) top_n_accuracy() (in module fl_sim.models) train() (fl_sim.nodes.Client method) (fl_sim.nodes.Server method) train_centralized() (fl_sim.nodes.Server method) train_federated() (fl_sim.nodes.Server method) train_local() (fl_sim.nodes.Server method) TxtLogger (class in fl_sim.utils.loggers) U update() (fl_sim.nodes.Node method) update_gradients() (fl_sim.nodes.Server method) url (fl_sim.data_processing.FedCIFAR100 property) (fl_sim.data_processing.FedDataset property) (fl_sim.data_processing.FedEMNIST property) (fl_sim.data_processing.FedLibSVMDataset property) (fl_sim.data_processing.FedMNIST property) (fl_sim.data_processing.FedProxFEMNIST property) (fl_sim.data_processing.FedProxMNIST property) (fl_sim.data_processing.FedProxSent140 property) (fl_sim.data_processing.FedRotatedCIFAR10 property) (fl_sim.data_processing.FedRotatedMNIST property) (fl_sim.data_processing.FedShakespeare property) (fl_sim.data_processing.FedSynthetic property) (fl_sim.data_processing.TinyImageNet property) V view_image() (fl_sim.data_processing.FedCIFAR method) (fl_sim.data_processing.FedEMNIST method) (fl_sim.data_processing.FedMNIST method) (fl_sim.data_processing.FedProxFEMNIST method) (fl_sim.data_processing.FedProxMNIST method) (fl_sim.data_processing.FedRotatedCIFAR10 method) (fl_sim.data_processing.FedRotatedMNIST method) (fl_sim.data_processing.TinyImageNet method) view_sample() (fl_sim.data_processing.FedProxSent140 method) (fl_sim.data_processing.FedShakespeare method) W words (fl_sim.data_processing.FedShakespeare property)