Index

Symbols

--app flwr-build command line option --flwr-dir flwr-install command line option --framework flwr-new command line option --install-completion flwr command line option --run-config flwr-run command line option --run-id flwr-ls command line option

--runs flwr-ls command line option --show flwr-log command line option --show-completion flwr command line option --stream flwr-log command line option flwr-run command line option --username flwr-new command line option -c flwr-run command line option

A

adaptiveclipping_mod() (in module flwr.client.mod) add_loss_centralized() (History method) add_loss_distributed() (History method) add_metrics_centralized() (History method) add_metrics_distributed() (History method) add_metrics_distributed_fit() (History method) aggregate_evaluate() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (DPFedAvgAdaptive method) (DPFedAvgFixed method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method) (Strategy method) aggregate_fit() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (DPFedAvgAdaptive method) (DPFedAvgFixed method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method) (Strategy method)

all() (ClientManager method) (SimpleClientManager method) APP flwr-log command line option flwr-ls command line option flwr-run command line option APP_NAME flwr-new command line option Array (class in flwr.common) array_from_numpy() (in module flwr.common)

B

Bulyan (class in flwr.server.strategy)

bytes_to_ndarray() (FedAvgAndroid method) (in module flwr.common)

C

capitalize() (EventType method) casefold() (EventType method) center() (EventType method) clear() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method) Client (class in flwr.client) client_manager() (Server method) ClientApp (class in flwr.client) ClientManager (class in flwr.server) ClientMessage (class in flwr.common) Code (class in flwr.common) code (Error property) collect_masked_vectors_stage() (SecAggPlusWorkflow method) (SecAggWorkflow method) Config (in module flwr.common) configs_records (RecordSet property) ConfigsRecord (class in flwr.common) configure() (in module flwr.common) configure_evaluate() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (DPFedAvgAdaptive method) (DPFedAvgFixed method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method) (Strategy method)

configure_fit() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (DPFedAvgAdaptive method) (DPFedAvgFixed method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method) (Strategy method) content (Message property) Context (class in flwr.common) context (Client property) (NumPyClient property) count() (EventType method) count_bytes() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method) create_error_reply() (Message method) create_message() (Driver method) create_reply() (Message method) created_at (Metadata property)

D

DefaultWorkflow (class in flwr.server.workflow) DifferentialPrivacyClientSideAdaptiveClipping (class in flwr.server.strategy) DifferentialPrivacyClientSideFixedClipping (class in flwr.server.strategy) DifferentialPrivacyServerSideAdaptiveClipping (class in flwr.server.strategy) DifferentialPrivacyServerSideFixedClipping (class in flwr.server.strategy)

disconnect_all_clients() (Server method) DisconnectRes (class in flwr.common) DPFedAvgAdaptive (class in flwr.server.strategy) DPFedAvgFixed (class in flwr.server.strategy) Driver (class in flwr.server) dst_node_id (Metadata property)

E

encode() (EventType method) endswith() (EventType method) Error (class in flwr.common) error (Message property) evaluate() (Bulyan method) (Client method) (ClientApp method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (DPFedAvgAdaptive method) (DPFedAvgFixed method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (NumPyClient method) (QFedAvg method) (Strategy method)

evaluate_round() (Server method) EvaluateIns (class in flwr.common) EvaluateRes (class in flwr.common) event() (in module flwr.common) EventType (class in flwr.common) expandtabs() (EventType method)

F

FaultTolerantFedAvg (class in flwr.server.strategy) FedAdagrad (class in flwr.server.strategy) FedAdam (class in flwr.server.strategy) FedAvg (class in flwr.server.strategy) FedAvgAndroid (class in flwr.server.strategy) FedAvgM (class in flwr.server.strategy) FEDERATION flwr-log command line option flwr-ls command line option flwr-run command line option FedMedian (class in flwr.server.strategy) FedOpt (class in flwr.server.strategy) FedProx (class in flwr.server.strategy) FedTrimmedAvg (class in flwr.server.strategy) FedXgbBagging (class in flwr.server.strategy) FedXgbCyclic (class in flwr.server.strategy) FedXgbNnAvg (class in flwr.server.strategy) FedYogi (class in flwr.server.strategy) find() (EventType method) fit() (Client method) (NumPyClient method) (Server method) fit_round() (Server method) FitIns (class in flwr.common) FitRes (class in flwr.common) fixedclipping_mod() (in module flwr.client.mod) flwr module flwr command line option --install-completion --show-completion flwr-build command line option --app flwr-install command line option --flwr-dir source

flwr-log command line option --show --stream APP FEDERATION RUN_ID flwr-ls command line option --run-id --runs APP FEDERATION flwr-new command line option --framework --username APP_NAME flwr-run command line option --run-config --stream -c APP FEDERATION flwr.client module flwr.client.mod module flwr.common module flwr.server module flwr.server.strategy module flwr.server.workflow module flwr.simulation module format() (EventType method) format_map() (EventType method)

G

get() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method) get_context() (Client method) (NumPyClient method) get_node_ids() (Driver method) get_parameters() (Client method) (NumPyClient method)

get_properties() (Client method) (NumPyClient method) GetParametersIns (class in flwr.common) GetParametersRes (class in flwr.common) GetPropertiesIns (class in flwr.common) GetPropertiesRes (class in flwr.common) group_id (Metadata property)

H

has_content() (Message method)

has_error() (Message method) History (class in flwr.server)

I

index() (EventType method) initialize_parameters() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (DPFedAvgAdaptive method) (DPFedAvgFixed method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method) (Strategy method)

isalnum() (EventType method) isalpha() (EventType method) isascii() (EventType method) isdecimal() (EventType method) isdigit() (EventType method) isidentifier() (EventType method) islower() (EventType method) isnumeric() (EventType method) isprintable() (EventType method) isspace() (EventType method) istitle() (EventType method) isupper() (EventType method) items() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method)

J

join() (EventType method)

K

keys() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method)

Krum (class in flwr.server.strategy)

L

LegacyContext (class in flwr.server) ljust() (EventType method) LocalDpMod (class in flwr.client.mod)

log() (in module flwr.common) lower() (EventType method) lstrip() (EventType method)

M

main() (ServerApp method) make_ffn() (in module flwr.client.mod) maketrans() (EventType static method) Message (class in flwr.common) message_id (Metadata property) message_size_mod() (in module flwr.client.mod) message_type (Metadata property) MessageType (class in flwr.common) MessageTypeLegacy (class in flwr.common) Metadata (class in flwr.common) metadata (Message property)

Metrics (in module flwr.common) metrics_records (RecordSet property) MetricsRecord (class in flwr.common) module flwr flwr.client flwr.client.mod flwr.common flwr.server flwr.server.strategy flwr.server.workflow flwr.simulation

N

NDArray (in module flwr.common) ndarray_to_bytes() (FedAvgAndroid method) (in module flwr.common) NDArrays (in module flwr.common) ndarrays_to_parameters() (FedAvgAndroid method) (in module flwr.common) now() (in module flwr.common) num_available() (ClientManager method) (SimpleClientManager method) num_evaluation_clients() (Bulyan method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method)

num_fit_clients() (Bulyan method) (FaultTolerantFedAvg method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgAndroid method) (FedAvgM method) (FedMedian method) (FedOpt method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedXgbNnAvg method) (FedYogi method) (Krum method) (QFedAvg method) numpy() (Array method) NumPyClient (class in flwr.client)

P

Parameters (class in flwr.common) parameters_records (RecordSet property) parameters_size_mod() (in module flwr.client.mod) parameters_to_ndarrays() (FedAvgAndroid method) (in module flwr.common) ParametersRecord (class in flwr.common) partition() (EventType method) pop() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method)

popitem() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method) Properties (in module flwr.common) pull_messages() (Driver method) push_messages() (Driver method)

Q

QFedAvg (class in flwr.server.strategy)

query() (ClientApp method)

R

reason (Error property) ReconnectIns (class in flwr.common) RecordSet (class in flwr.common) register() (ClientManager method) (SimpleClientManager method) removeprefix() (EventType method) removesuffix() (EventType method) replace() (EventType method) reply_to_message (Metadata property) rfind() (EventType method)

rindex() (EventType method) rjust() (EventType method) rpartition() (EventType method) rsplit() (EventType method) rstrip() (EventType method) run (Driver property) RUN_ID flwr-log command line option run_id (Metadata property) run_simulation() (in module flwr.simulation) run_simulation_process() (in module flwr.simulation)

S

sample() (ClientManager method) (SimpleClientManager method) secagg_mod() (in module flwr.client.mod) secaggplus_mod() (in module flwr.client.mod) SecAggPlusWorkflow (class in flwr.server.workflow) SecAggWorkflow (class in flwr.server.workflow) send_and_receive() (Driver method) Server (class in flwr.server) ServerApp (class in flwr.server) ServerAppComponents (class in flwr.server) ServerConfig (class in flwr.server) ServerMessage (class in flwr.common) set_context() (Client method) (NumPyClient method) set_max_workers() (Server method) set_run() (Driver method) set_strategy() (Server method) setdefault() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method)

setup_stage() (SecAggPlusWorkflow method) (SecAggWorkflow method) share_keys_stage() (SecAggPlusWorkflow method) (SecAggWorkflow method) SimpleClientManager (class in flwr.server) SimulationIoConnection (class in flwr.simulation) source flwr-install command line option split() (EventType method) splitlines() (EventType method) src_node_id (Metadata property) start_client() (in module flwr.client) start_numpy_client() (in module flwr.client) start_server() (in module flwr.server) start_simulation() (in module flwr.simulation) startswith() (EventType method) Status (class in flwr.common) Strategy (class in flwr.server.strategy) strip() (EventType method) swapcase() (EventType method)

T

title() (EventType method) to_client() (Client method) (NumPyClient method)

train() (ClientApp method) translate() (EventType method) ttl (Metadata property)

U

unmask_stage() (SecAggPlusWorkflow method) (SecAggWorkflow method) unregister() (ClientManager method) (SimpleClientManager method)

update() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method) upper() (EventType method)

V

values() (ConfigsRecord method) (MetricsRecord method) (ParametersRecord method)

W

wait_for() (ClientManager method) (SimpleClientManager method)

Z

zfill() (EventType method)