Index

A

aggregate_moments() (WebDisco method)

aggregation_mean() (in module fedeca.utils.moments_utils)

B

bootstrap_sample() (MatchingAjudsted method)

build_compute_plan() (WebDisco method)

C

check_cp_status() (FedECA method) clients_names (FedECA attribute) compare_tensors_lists() (in module fedeca.utils.tensor_utils) compute_centered_moment() (in module fedeca.utils.moments_utils) compute_global_moments() (in module fedeca.utils.moments_utils) compute_local_phi_stats() (TorchWebDiscoAlgo method)

compute_propensity_scores() (FedECA method) compute_summary() (FedECA method) compute_summary_function() (in module fedeca.strategies.webdisco_utils) compute_uncentered_moment() (in module fedeca.utils.moments_utils) compute_X_y_and_propensity_weights() (TorchWebDiscoAlgo method) CSVOpener (class in fedeca.scripts.substra_assets.csv_opener)

D

download_train_task_models_by_round() (in module fedeca.utils.substrafl_utils)

E

Experiment (class in fedeca.utils.substrafl_utils)

F

fake_data() (CSVOpener method) FedECA (class in fedeca) fedeca.metrics.metrics module fedeca.strategies.bootstraper module fedeca.strategies.webdisco_utils module fedeca.utils.data_utils module fedeca.utils.moments_utils module

fedeca.utils.substrafl_utils module fedeca.utils.tensor_utils module fedeca.utils.typing module fit() (Experiment method) (FedECA method) (MatchingAjudsted method) (NaiveComparison method) (PooledIPTW method)

G

generate_cox_data_and_substra_clients() (in module fedeca.utils.data_utils) get_data() (CSVOpener method) get_final_cox_model() (FedECA method) get_final_cox_model_function() (in module fedeca.strategies.webdisco_utils)

get_last_algo_from_round_count() (in module fedeca.strategies.webdisco_utils) get_outmodel() (Experiment method) get_outmodel_function() (in module fedeca.utils.substrafl_utils) get_simu_state_from_round() (in module fedeca.utils.substrafl_utils)

L

local_uncentered_moments() (TorchWebDiscoAlgo method)

M

make_accuracy_function() (in module fedeca.utils.substrafl_utils) make_bootstrap_metric_function() (in module fedeca.strategies.bootstraper) make_bootstrap_strategy() (in module fedeca.strategies.bootstraper) make_c_index_function() (in module fedeca.utils.substrafl_utils) make_substrafl_torch_dataset_class() (in module fedeca.utils.substrafl_utils) MatchingAjudsted (class in fedeca) module fedeca.metrics.metrics fedeca.strategies.bootstraper fedeca.strategies.webdisco_utils fedeca.utils.data_utils fedeca.utils.moments_utils fedeca.utils.substrafl_utils fedeca.utils.tensor_utils fedeca.utils.typing

N

NaiveComparison (class in fedeca)

name (WebDisco property)

P

perform_evaluation() (WebDisco method) perform_round() (WebDisco method) point_estimate() (MatchingAjudsted method) (NaiveComparison method) (PooledIPTW method)

PooledIPTW (class in fedeca) predict() (TorchWebDiscoAlgo method) print_summary() (FedECA method)

R

reset_experiment() (Experiment method) (FedECA method)

run() (Experiment method) (FedECA method)

S

set_propensity_model_strategy() (FedECA method) split_control_over_centers() (in module fedeca.utils.data_utils) split_dataframe_across_clients() (in module fedeca.utils.data_utils)

standardized_mean_diff() (in module fedeca.metrics.metrics) strategies (TorchWebDiscoAlgo property) SubstraflTorchDataset (class in fedeca.utils.substrafl_utils) summary() (TorchWebDiscoAlgo method)

T

TorchWebDiscoAlgo (class in fedeca.algorithms)

train() (TorchWebDiscoAlgo method)

U

uniform_split() (in module fedeca.utils.data_utils)

W

WebDisco (class in fedeca.strategies)