Index

A

Accuracy (class in golf_federated.server.process.strategy.evaluation.classification), [1] accuracy() (in module golf_federated.server.process.strategy.evaluation.function), [1] aggregate() (golf_federated.server.process.strategy.aggregation.asynchronous.FedAsync method), [1] (golf_federated.server.process.strategy.aggregation.asynchronous.FedFD method), [1] (golf_federated.server.process.strategy.aggregation.asynchronous.SLMFed_asyn method), [1] (golf_federated.server.process.strategy.aggregation.base.BaseFed method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.Cedar_syn method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.FedAVG method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.FedProx method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.SLMFed_syn method), [1]

AllSelect (class in golf_federated.server.process.strategy.selection.nonprobbased), [1]

B

BaseClient (class in golf_federated.client.process.config.device.base), [1] BaseEval (class in golf_federated.server.process.strategy.evaluation.base), [1] BaseFed (class in golf_federated.server.process.strategy.aggregation.base), [1] BaseModel (class in golf_federated.client.process.config.model.base), [1] (class in golf_federated.server.process.config.model.base), [1]

BaseSelect (class in golf_federated.server.process.strategy.selection.base), [1] BaseServer (class in golf_federated.server.process.config.device.base), [1] BaseTask (class in golf_federated.server.process.config.task.base), [1] BaseTrainer (class in golf_federated.client.process.config.trainer.base), [1]

C

Cedar_syn (class in golf_federated.server.process.strategy.aggregation.synchronous), [1] Cedarsyn() (in module golf_federated.server.process.strategy.aggregation.function), [1] CedarTask (class in golf_federated.server.process.config.task.synchronous), [1] choose_layer() (golf_federated.client.process.config.model.base.BaseModel method), [1]

client_register() (golf_federated.server.process.config.device.multidevice.MultiDeviceServer method), [1] (in module golf_federated.client.communication.api.interact), [1] (in module golf_federated.server.communication.api.interact), [1] clientregister() (in module golf_federated.server.communication.api.app), [1] corr2() (in module golf_federated.server.process.strategy.aggregation.function), [1]

D

download_info() (in module golf_federated.client.communication.api.download), [1] (in module golf_federated.server.communication.api.download), [1] download_model() (in module golf_federated.client.communication.api.download), [1] (in module golf_federated.server.communication.api.download), [1]

downloadinfo() (in module golf_federated.server.communication.api.app), [1] downloadmodel() (in module golf_federated.server.communication.api.app), [1]

E

eval() (golf_federated.server.process.strategy.evaluation.base.BaseEval method), [1] (golf_federated.server.process.strategy.evaluation.classification.Accuracy method), [1] (golf_federated.server.process.strategy.evaluation.regression.MSE method), [1]

F

FedAsync (class in golf_federated.server.process.strategy.aggregation.asynchronous), [1] fedasync() (in module golf_federated.server.process.strategy.aggregation.function), [1] FedAVG (class in golf_federated.server.process.strategy.aggregation.synchronous), [1] fedavg() (in module golf_federated.server.process.strategy.aggregation.function), [1]

FedFD (class in golf_federated.server.process.strategy.aggregation.asynchronous), [1] fedfd() (in module golf_federated.server.process.strategy.aggregation.function), [1] FedProx (class in golf_federated.server.process.strategy.aggregation.synchronous), [1] fedprox_loss() (in module golf_federated.server.process.strategy.aggregation.function), [1]

G

get_aggregation_time() (golf_federated.server.process.strategy.aggregation.base.BaseFed method), [1] get_field() (golf_federated.client.process.config.device.base.BaseClient method), [1] (golf_federated.server.process.strategy.aggregation.asynchronous.FedAsync method), [1] (golf_federated.server.process.strategy.aggregation.asynchronous.FedFD method), [1] (golf_federated.server.process.strategy.aggregation.asynchronous.SLMFed_asyn method), [1] (golf_federated.server.process.strategy.aggregation.base.BaseFed method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.Cedar_syn method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.FedAVG method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.FedProx method), [1] (golf_federated.server.process.strategy.aggregation.synchronous.SLMFed_syn method), [1] get_model() (golf_federated.client.process.config.device.base.BaseClient method), [1] (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1] get_record() (golf_federated.server.process.strategy.evaluation.base.BaseEval method), [1] get_task() (golf_federated.server.process.config.device.base.BaseServer method), [1] get_train_data() (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1] get_train_label() (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1] get_weight() (golf_federated.client.process.config.model.base.BaseModel method), [1] (golf_federated.server.process.config.model.base.BaseModel method), [1] golf_federated.client.communication module golf_federated.client.communication.api module golf_federated.client.communication.api.download module, [1] golf_federated.client.communication.api.interact module, [1] golf_federated.client.communication.api.upload module, [1] golf_federated.client.communication.sse module golf_federated.client.communication.sse.monitor module, [1] golf_federated.client.process.config.device.base module, [1] golf_federated.client.process.config.model.base module, [1] golf_federated.client.process.config.trainer.base module, [1] golf_federated.server.communication module golf_federated.server.communication.api module golf_federated.server.communication.api.app module, [1] golf_federated.server.communication.api.download module, [1] golf_federated.server.communication.api.interact module, [1] golf_federated.server.communication.api.upload module, [1] golf_federated.server.communication.sse module golf_federated.server.communication.sse.schedule module, [1] golf_federated.server.process.config.device module golf_federated.server.process.config.device.base module, [1] golf_federated.server.process.config.device.multidevice module, [1]

golf_federated.server.process.config.device.standalone module, [1] golf_federated.server.process.config.model.base module, [1] golf_federated.server.process.config.port module golf_federated.server.process.config.port.api module, [1] golf_federated.server.process.config.port.sse module, [1] golf_federated.server.process.config.task module golf_federated.server.process.config.task.asynchronous module, [1] golf_federated.server.process.config.task.base module, [1] golf_federated.server.process.config.task.synchronous module, [1] golf_federated.server.process.strategy module golf_federated.server.process.strategy.aggregation module golf_federated.server.process.strategy.aggregation.asynchronous module, [1] golf_federated.server.process.strategy.aggregation.base module, [1] golf_federated.server.process.strategy.aggregation.function module, [1] golf_federated.server.process.strategy.aggregation.synchronous module, [1] golf_federated.server.process.strategy.evaluation module golf_federated.server.process.strategy.evaluation.base module, [1] golf_federated.server.process.strategy.evaluation.classification module, [1] golf_federated.server.process.strategy.evaluation.function module, [1] golf_federated.server.process.strategy.evaluation.regression module, [1] golf_federated.server.process.strategy.selection module golf_federated.server.process.strategy.selection.base module, [1] golf_federated.server.process.strategy.selection.function module, [1] golf_federated.server.process.strategy.selection.nonprobbased module, [1] golf_federated.server.process.strategy.selection.probbased module, [1] golf_federated.server.utils module golf_federated.server.utils.clientpool module, [1] golf_federated.server.utils.cost module, [1] golf_federated.server.utils.metric module, [1]

I

info_tozip() (golf_federated.server.process.config.task.base.BaseTask method), [1]

init_sse() (in module golf_federated.server.process.config.port.sse), [1] init_trainer() (golf_federated.client.process.config.device.base.BaseClient method), [1]

M

mean2() (in module golf_federated.server.process.strategy.aggregation.function), [1] model_aggre() (golf_federated.server.process.config.model.base.BaseModel method), [1] model_eval() (golf_federated.server.process.config.model.base.BaseModel method), [1] module golf_federated.client.communication golf_federated.client.communication.api golf_federated.client.communication.api.download, [1] golf_federated.client.communication.api.interact, [1] golf_federated.client.communication.api.upload, [1] golf_federated.client.communication.sse golf_federated.client.communication.sse.monitor, [1] golf_federated.client.process.config.device.base, [1] golf_federated.client.process.config.model.base, [1] golf_federated.client.process.config.trainer.base, [1] golf_federated.server.communication golf_federated.server.communication.api golf_federated.server.communication.api.app, [1] golf_federated.server.communication.api.download, [1] golf_federated.server.communication.api.interact, [1] golf_federated.server.communication.api.upload, [1] golf_federated.server.communication.sse golf_federated.server.communication.sse.schedule, [1] golf_federated.server.process.config.device golf_federated.server.process.config.device.base, [1] golf_federated.server.process.config.device.multidevice, [1] golf_federated.server.process.config.device.standalone, [1] golf_federated.server.process.config.model.base, [1] golf_federated.server.process.config.port golf_federated.server.process.config.port.api, [1] golf_federated.server.process.config.port.sse, [1] golf_federated.server.process.config.task golf_federated.server.process.config.task.asynchronous, [1] golf_federated.server.process.config.task.base, [1] golf_federated.server.process.config.task.synchronous, [1] golf_federated.server.process.strategy golf_federated.server.process.strategy.aggregation golf_federated.server.process.strategy.aggregation.asynchronous, [1] golf_federated.server.process.strategy.aggregation.base, [1] golf_federated.server.process.strategy.aggregation.function, [1] golf_federated.server.process.strategy.aggregation.synchronous, [1] golf_federated.server.process.strategy.evaluation golf_federated.server.process.strategy.evaluation.base, [1] golf_federated.server.process.strategy.evaluation.classification, [1] golf_federated.server.process.strategy.evaluation.function, [1] golf_federated.server.process.strategy.evaluation.regression, [1] golf_federated.server.process.strategy.selection golf_federated.server.process.strategy.selection.base, [1] golf_federated.server.process.strategy.selection.function, [1] golf_federated.server.process.strategy.selection.nonprobbased, [1] golf_federated.server.process.strategy.selection.probbased, [1] golf_federated.server.utils golf_federated.server.utils.clientpool, [1] golf_federated.server.utils.cost, [1] golf_federated.server.utils.metric, [1]

monitor() (in module golf_federated.client.communication.sse.monitor), [1] MSE (class in golf_federated.server.process.strategy.evaluation.regression), [1] mse() (in module golf_federated.server.process.strategy.evaluation.function), [1] MultiDeviceServer (class in golf_federated.server.process.config.device.multidevice), [1]

P

predict() (golf_federated.client.process.config.device.base.BaseClient method), [1] (golf_federated.client.process.config.model.base.BaseModel method), [1] (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1] (golf_federated.server.process.config.model.base.BaseModel method), [1] prepare_stimulus_LFA() (golf_federated.server.process.strategy.aggregation.synchronous.Cedar_syn method), [1]

ProbRandomSelect (class in golf_federated.server.process.strategy.selection.probbased), [1] ProbRankedSelect (class in golf_federated.server.process.strategy.selection.probbased), [1] publish_stop_train() (in module golf_federated.server.communication.sse.schedule), [1] publish_task_init() (in module golf_federated.server.communication.sse.schedule), [1] publish_update_model() (in module golf_federated.server.communication.sse.schedule), [1]

R

random_pick() (in module golf_federated.server.process.strategy.selection.function), [1] random_select() (in module golf_federated.server.process.strategy.selection.function), [1] random_select_with_percentage() (in module golf_federated.server.process.strategy.selection.function), [1] RandomSelect (class in golf_federated.server.process.strategy.selection.nonprobbased), [1] rank_select_with_percentage() (in module golf_federated.server.process.strategy.selection.function), [1] RationAsyncTask (class in golf_federated.server.process.config.task.asynchronous), [1] reach_convergence() (golf_federated.server.process.strategy.evaluation.base.BaseEval method), [1]

reach_target() (golf_federated.server.process.strategy.evaluation.base.BaseEval method), [1] receive_parameter() (golf_federated.server.process.config.device.base.BaseServer method), [1] run_aggregation() (golf_federated.server.process.config.task.base.BaseTask method), [1] (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] run_evaluation() (golf_federated.server.process.config.task.base.BaseTask method), [1] (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] run_localization() (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] run_restful() (in module golf_federated.server.process.config.port.api), [1]

S

save_result() (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] save_result_layer() (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] select() (golf_federated.server.process.strategy.selection.base.BaseSelect method), [1] (golf_federated.server.process.strategy.selection.nonprobbased.AllSelect method), [1] (golf_federated.server.process.strategy.selection.nonprobbased.RandomSelect method), [1] (golf_federated.server.process.strategy.selection.probbased.ProbRandomSelect method), [1] (golf_federated.server.process.strategy.selection.probbased.ProbRankedSelect method), [1] select_clients() (golf_federated.server.process.config.task.base.BaseTask method), [1] (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] send_chunk() (in module golf_federated.server.communication.api.download), [1] server_sent_event() (in module golf_federated.server.communication.sse.schedule), [1] sim_cost() (in module golf_federated.server.utils.cost), [1] SLMFed_asyn (class in golf_federated.server.process.strategy.aggregation.asynchronous), [1] SLMFed_syn (class in golf_federated.server.process.strategy.aggregation.synchronous), [1] SLMFedasyn() (in module golf_federated.server.process.strategy.aggregation.function), [1] SLMFedsyn() (in module golf_federated.server.process.strategy.aggregation.function), [1] softmax_prob_from_indicators() (in module golf_federated.server.process.strategy.selection.function), [1]

sse() (in module golf_federated.server.communication.api.app), [1] StandAloneCedarServer (class in golf_federated.server.process.config.device.standalone), [1] StandAloneServer (class in golf_federated.server.process.config.device.standalone), [1] start() (golf_federated.server.process.config.task.base.BaseTask method), [1] start_aggregation() (golf_federated.server.process.config.task.asynchronous.RationAsyncTask method), [1] (golf_federated.server.process.config.task.asynchronous.TimingAsyncTask method), [1] (golf_federated.server.process.config.task.base.BaseTask method), [1] (golf_federated.server.process.config.task.synchronous.CedarTask method), [1] (golf_federated.server.process.config.task.synchronous.SyncTask method), [1] start_server() (golf_federated.server.process.config.device.multidevice.MultiDeviceServer method), [1] start_task() (golf_federated.server.process.config.device.base.BaseServer method), [1] (golf_federated.server.process.config.device.multidevice.MultiDeviceServer method), [1] (golf_federated.server.process.config.device.standalone.StandAloneCedarServer method), [1] (golf_federated.server.process.config.device.standalone.StandAloneServer method), [1] stop() (golf_federated.client.process.config.device.base.BaseClient method), [1] stop_trainer() (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1] SyncTask (class in golf_federated.server.process.config.task.synchronous), [1]

T

task_aggregation_and_evaluation() (golf_federated.server.process.config.device.base.BaseServer method), [1] task_stop() (golf_federated.server.process.config.device.base.BaseServer method), [1] (golf_federated.server.process.config.device.multidevice.MultiDeviceServer method), [1] (golf_federated.server.process.config.device.standalone.StandAloneCedarServer method), [1] (golf_federated.server.process.config.device.standalone.StandAloneServer method), [1] task_update_model() (golf_federated.server.process.config.device.base.BaseServer method), [1] (golf_federated.server.process.config.device.multidevice.MultiDeviceServer method), [1] (golf_federated.server.process.config.device.standalone.StandAloneCedarServer method), [1] (golf_federated.server.process.config.device.standalone.StandAloneServer method), [1]

TimingAsyncTask (class in golf_federated.server.process.config.task.asynchronous), [1] train() (golf_federated.client.process.config.device.base.BaseClient method), [1] (golf_federated.client.process.config.model.base.BaseModel method), [1] (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1]

U

update_model() (golf_federated.client.process.config.device.base.BaseClient method), [1] (golf_federated.client.process.config.trainer.base.BaseTrainer method), [1] update_weight() (golf_federated.client.process.config.model.base.BaseModel method), [1] (golf_federated.server.process.config.model.base.BaseModel method), [1]

upload_model() (in module golf_federated.client.communication.api.upload), [1] (in module golf_federated.server.communication.api.upload), [1] uploadmodel() (in module golf_federated.server.communication.api.app), [1]

W

weight_tofile() (golf_federated.server.process.config.task.base.BaseTask method), [1] (golf_federated.server.process.config.task.synchronous.CedarTask method), [1]