Index

Symbols

--app flwr-build command line option --federation-config flwr-app-publish command line option flwr-app-review command line option flwr-list command line option flwr-log command line option flwr-login command line option flwr-pull command line option flwr-run command line option flwr-stop command line option --flwr-dir flwr-install command line option --format flwr-federation-list command line option flwr-federation-show command line option flwr-list command line option flwr-run command line option flwr-stop command line option flwr-supernode-list command line option flwr-supernode-register command line option flwr-supernode-unregister 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-list command line option flwr-pull command line option --runs flwr-list 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 --verbose flwr-supernode-list command line option -c flwr-run command line option -v flwr-supernode-list command line option

A

adaptiveclipping_mod() (in module flwr.clientapp.mod) aggregate_evaluate() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgM method) (FedMedian method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedYogi method) (Krum method) (MultiKrum method) (QFedAvg method) (Strategy method) aggregate_train() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgM method) (FedMedian method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedYogi method) (Krum method) (MultiKrum method) (QFedAvg method) (Strategy method)

APP flwr-app-publish command line option flwr-federation-list command line option flwr-federation-show command line option flwr-list command line option flwr-log command line option flwr-login command line option flwr-pull command line option flwr-run command line option flwr-stop command line option flwr-supernode-list command line option flwr-supernode-register command line option flwr-supernode-unregister command line option APP_DIR_LOGIN flwr-app-review command line option APP_SPEC flwr-app-review command line option flwr-new command line option Array (class in flwr.app) array_records (RecordDict property) ArrayRecord (class in flwr.app) arrays (Result attribute) arrays_size_mod() (in module flwr.clientapp.mod)

B

Bulyan (class in flwr.serverapp.strategy)

C

children (Array property) (ArrayRecord property) (ConfigRecord property) (Message property) (MetricRecord property) (RecordDict property) clear() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method) ClientApp (class in flwr.clientapp) code (Error property) config_records (RecordDict property) ConfigRecord (class in flwr.app) configs_records (RecordDict property) configure_evaluate() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgM method) (FedMedian method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedYogi method) (Krum method) (MultiKrum method) (QFedAvg method) (Strategy method)

configure_train() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgM method) (FedMedian method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedYogi method) (Krum method) (MultiKrum method) (QFedAvg method) (Strategy method) content (Message property) Context (class in flwr.app) copy() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method) count_bytes() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) create_error_reply() (Message method) create_message() (Grid method) create_reply() (Message method) created_at (Metadata property)

D

deflate() (Array method) (ArrayRecord method) (ConfigRecord method) (Message method) (MetricRecord method) (RecordDict method)

delivered_at (Metadata property) DifferentialPrivacyClientSideAdaptiveClipping (class in flwr.serverapp.strategy) DifferentialPrivacyClientSideFixedClipping (class in flwr.serverapp.strategy) DifferentialPrivacyServerSideAdaptiveClipping (class in flwr.serverapp.strategy) DifferentialPrivacyServerSideFixedClipping (class in flwr.serverapp.strategy) dst_node_id (Metadata property)

E

Error (class in flwr.app) error (Message property)

evaluate() (ClientApp method) evaluate_metrics_clientapp (Result attribute) evaluate_metrics_serverapp (Result attribute)

F

FedAdagrad (class in flwr.serverapp.strategy) FedAdam (class in flwr.serverapp.strategy) FedAvg (class in flwr.serverapp.strategy) FedAvgM (class in flwr.serverapp.strategy) FEDERATION flwr-app-publish command line option flwr-app-review command line option flwr-federation-list command line option flwr-federation-show command line option flwr-list command line option flwr-log command line option flwr-login command line option flwr-pull command line option flwr-run command line option flwr-stop command line option flwr-supernode-list command line option flwr-supernode-register command line option flwr-supernode-unregister command line option FedMedian (class in flwr.serverapp.strategy) FedProx (class in flwr.serverapp.strategy) FedTrimmedAvg (class in flwr.serverapp.strategy) FedXgbBagging (class in flwr.serverapp.strategy) FedXgbCyclic (class in flwr.serverapp.strategy) FedYogi (class in flwr.serverapp.strategy) fixedclipping_mod() (in module flwr.clientapp.mod) flwr module flwr command line option --install-completion --show-completion flwr-app-publish command line option --federation-config APP FEDERATION flwr-app-review command line option --federation-config APP_DIR_LOGIN APP_SPEC FEDERATION flwr-build command line option --app flwr-federation-list command line option --format APP FEDERATION flwr-federation-show command line option --format APP FEDERATION flwr-install command line option --flwr-dir source flwr-list command line option --federation-config --format --run-id --runs APP FEDERATION flwr-log command line option --federation-config --show --stream APP FEDERATION RUN_ID

flwr-login command line option --federation-config APP FEDERATION flwr-new command line option --framework --username APP_SPEC flwr-pull command line option --federation-config --run-id APP FEDERATION flwr-run command line option --federation-config --format --run-config --stream -c APP FEDERATION flwr-stop command line option --federation-config --format APP FEDERATION RUN_ID flwr-supernode-list command line option --format --verbose -v APP FEDERATION flwr-supernode-register command line option --format APP FEDERATION PUBLIC_KEY flwr-supernode-unregister command line option --format APP FEDERATION NODE_ID flwr.app module flwr.clientapp module flwr.clientapp.mod module flwr.serverapp module flwr.serverapp.strategy module from_array_dict() (ArrayRecord class method) from_numpy_ndarray() (Array class method) from_numpy_ndarrays() (ArrayRecord class method) from_torch_state_dict() (ArrayRecord class method) from_torch_tensor() (Array class method)

G

get() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method)

get_node_ids() (Grid method) Grid (class in flwr.serverapp) group_id (Metadata property)

H

has_content() (Message method)

has_error() (Message method)

I

inflate() (Array class method) (ArrayRecord class method) (ConfigRecord class method) (Message class method) (MetricRecord class method) (RecordDict class method) is_dirty (Array property) (ArrayRecord property) (ConfigRecord property) (Message property) (MetricRecord property) (RecordDict property)

items() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method)

K

keys() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method)

Krum (class in flwr.serverapp.strategy)

L

lifespan() (ClientApp method) (ServerApp method)

LocalDpMod (class in flwr.clientapp.mod)

M

main() (ServerApp method) Message (class in flwr.app) message_id (Metadata property) message_size_mod() (in module flwr.clientapp.mod) message_type (Metadata property) MessageType (class in flwr.app) Metadata (class in flwr.app) metadata (Message property) metric_records (RecordDict property)

MetricRecord (class in flwr.app) metrics_records (RecordDict property) module flwr flwr.app flwr.clientapp flwr.clientapp.mod flwr.serverapp flwr.serverapp.strategy MultiKrum (class in flwr.serverapp.strategy)

N

NODE_ID flwr-supernode-unregister command line option

numpy() (Array method)

O

object_id (Array property) (ArrayRecord property) (ConfigRecord property) (Message property) (MetricRecord property) (RecordDict property)

P

parameters_records (RecordDict property) pop() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method) popitem() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method)

PUBLIC_KEY flwr-supernode-register command line option pull_messages() (Grid method) push_messages() (Grid method)

Q

QFedAvg (class in flwr.serverapp.strategy)

query() (ClientApp method)

R

reason (Error property) RecordDict (class in flwr.app) reply_to_message_id (Metadata property) Result (class in flwr.serverapp.strategy)

run (Grid property) RUN_ID flwr-log command line option flwr-stop command line option run_id (Metadata property)

S

send_and_receive() (Grid method) ServerApp (class in flwr.serverapp) set_run() (Grid method) setdefault() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method) slice_array() (Array method) source flwr-install command line option src_node_id (Metadata property) start() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgM method) (FedMedian method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedYogi method) (Krum method) (MultiKrum method) (QFedAvg method) (Strategy method)

Strategy (class in flwr.serverapp.strategy) summary() (Bulyan method) (DifferentialPrivacyClientSideAdaptiveClipping method) (DifferentialPrivacyClientSideFixedClipping method) (DifferentialPrivacyServerSideAdaptiveClipping method) (DifferentialPrivacyServerSideFixedClipping method) (FedAdagrad method) (FedAdam method) (FedAvg method) (FedAvgM method) (FedMedian method) (FedProx method) (FedTrimmedAvg method) (FedXgbBagging method) (FedXgbCyclic method) (FedYogi method) (Krum method) (MultiKrum method) (QFedAvg method) (Strategy method)

T

to_numpy_ndarrays() (ArrayRecord method) to_torch_state_dict() (ArrayRecord method)

train() (ClientApp method) train_metrics_clientapp (Result attribute) ttl (Metadata property)

U

update() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method)

V

values() (ArrayRecord method) (ConfigRecord method) (MetricRecord method) (RecordDict method)