Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V A after_aggregation() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) after_clients_local_updates() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) after_fit() (armlet.FL_pipeline.data_selection.methods.DataSelectionClientMethod method) aggregate() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionServer method) apply_processing_to_data() (in module armlet.data.processing.utils) armlet module armlet.audit module armlet.data module armlet.data.cleaning module armlet.data.cleaning.missing_values module armlet.data.datasets module armlet.data.loading module armlet.data.processing module armlet.data.processing.feature_encoding module armlet.data.processing.format_conversion module armlet.data.processing.image_loading module armlet.data.processing.normalization module armlet.data.processing.utils module armlet.data.saving module armlet.data.splitter module armlet.data.utils module armlet.eval module armlet.eval.evaluators module armlet.eval.metrics module armlet.FL_pipeline module armlet.FL_pipeline.data_selection module armlet.FL_pipeline.data_selection.FL_algorithms module armlet.FL_pipeline.data_selection.methods module armlet.FL_pipeline.data_selection.methods.full module armlet.FL_pipeline.data_selection.methods.random module armlet.FL_pipeline.FL_algorithms module armlet.run module armlet.utils module armlet.utils.configs module armlet.utils.custom_loss module armlet.utils.log module armlet.utils.net module ArmletCentralizedFL (class in armlet.FL_pipeline.FL_algorithms) ArmletClient (class in armlet.FL_pipeline.FL_algorithms) ArmletConfiguration (class in armlet.utils.configs) ArmletDataSplitter (class in armlet.data.splitter) ArmletLog (class in armlet.utils.log) ArmletServer (class in armlet.FL_pipeline.FL_algorithms) assign() (armlet.data.splitter.ArmletDataSplitter method) (armlet.data.splitter.DummyDataSplitter method) B before_clients_local_updates() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) before_fit() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) BinaryAOD (class in armlet.eval.metrics) BinaryDcI (class in armlet.eval.metrics) BinaryDI (class in armlet.eval.metrics) BinaryEOD (class in armlet.eval.metrics) BinaryFairnessMetrics (class in armlet.eval.metrics) BinaryHingeLoss (class in armlet.utils.custom_loss) BinarySPD (class in armlet.eval.metrics) broadcast_model() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionServer method) C clean_client_errors() (armlet.data.cleaning.DataCleaningMethod method) clean_errors() (armlet.data.cleaning.DataCleaningMethod method) clean_errors_dataloader() (armlet.data.cleaning.DataCleaningMethod method) (armlet.data.cleaning.missing_values.MissingValuesDataCleaningMethod method) clean_server_errors() (armlet.data.cleaning.DataCleaningMethod method) close() (armlet.utils.log.ArmletLog method) compute() (armlet.eval.metrics.BinaryAOD method) (armlet.eval.metrics.BinaryDcI method) (armlet.eval.metrics.BinaryDI method) (armlet.eval.metrics.BinaryEOD method) (armlet.eval.metrics.BinaryFairnessMetrics method) (armlet.eval.metrics.BinarySPD method) compute_cleaning_metrics() (armlet.data.cleaning.DataCleaningMethod method) compute_global_stat_values() (in module armlet.data.cleaning) compute_other_metrics() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) convert_bool_and_cat_to_num() (in module armlet.data.processing.format_conversion) convert_dataframes_to_tensors() (in module armlet.data.processing.format_conversion) convert_tensors_to_fast_data_loaders() (in module armlet.data.processing.format_conversion) convert_tensors_to_fluke_data_format() (in module armlet.data.processing.format_conversion) count_n_detected_errors_by_sensitive_attributes() (armlet.data.cleaning.missing_values.MissingValuesDataCleaningMethod method) count_n_samples_by_sensitive_attributes() (armlet.data.cleaning.DataCleaningMethod method) D data_cleaning_pipeline() (in module armlet.data.cleaning) data_pipeline() (in module armlet.data) data_processing_pipeline() (in module armlet.data.processing) DataCleaningMethod (class in armlet.data.cleaning) dataframe_safe_train_test_split() (in module armlet.data.utils) dataframe_train_test_split() (in module armlet.data.utils) DataSelectionCentralizedFL (class in armlet.FL_pipeline.data_selection.FL_algorithms) DataSelectionClient (class in armlet.FL_pipeline.data_selection.FL_algorithms) DataSelectionClientMethod (class in armlet.FL_pipeline.data_selection.methods) DataSelectionServer (class in armlet.FL_pipeline.data_selection.FL_algorithms) DataSelectionServerMethod (class in armlet.FL_pipeline.data_selection.methods) div_default_zero() (in module armlet.eval.metrics) DummyDataSplitter (class in armlet.data.splitter) E end_fit() (armlet.utils.log.ArmletLog method) evaluate() (armlet.eval.evaluators.MultiCriteriaBinaryClassEval method) (armlet.FL_pipeline.FL_algorithms.ArmletClient method) (armlet.FL_pipeline.FL_algorithms.ArmletServer method) F fit() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionClient method) (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionServer method) (armlet.FL_pipeline.FL_algorithms.ArmletServer method) forward() (armlet.utils.net.LogRegression method) (armlet.utils.net.MLP method) (armlet.utils.net.SVM method) (armlet.utils.net.VGG11 method) FullDataSelection (class in armlet.FL_pipeline.data_selection.methods.full) G get_client_class() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionCentralizedFL method) (armlet.FL_pipeline.FL_algorithms.ArmletCentralizedFL method) get_eligible_clients() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionServer method) get_server_class() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionCentralizedFL method) (armlet.FL_pipeline.FL_algorithms.ArmletCentralizedFL method) H handle_missing_values() (armlet.data.cleaning.missing_values.MissingValuesDataCleaningMethod method) I iid() (armlet.data.splitter.ArmletDataSplitter static method) init_clients() (armlet.FL_pipeline.FL_algorithms.ArmletCentralizedFL method) init_counters() (armlet.data.cleaning.DataCleaningMethod method) init_server() (armlet.FL_pipeline.FL_algorithms.ArmletCentralizedFL method) L label_dirichlet_skew() (armlet.data.splitter.ArmletDataSplitter static method) load_Adult_dataset() (in module armlet.data.datasets) load_and_convert_images_to_tensors() (in module armlet.data.processing.image_loading) load_ARS_dataset() (in module armlet.data.datasets) load_CelebA_dataset() (in module armlet.data.datasets) load_data_from_folder() (in module armlet.data.loading) load_DC_dataset() (in module armlet.data.datasets) load_FairFace_dataset() (in module armlet.data.datasets) load_Heart_dataset() (in module armlet.data.datasets) load_images_tensor_from_df() (in module armlet.data.processing.image_loading) load_KDD_dataset() (in module armlet.data.datasets) load_MEPS_dataset() (in module armlet.data.datasets) load_pkl_data() (in module armlet.data.loading) load_pt_data() (in module armlet.data.loading) LogRegression (class in armlet.utils.net) M main() (in module armlet.run) merge_all_X_data() (in module armlet.data.processing.utils) MissingValuesDataCleaningMethod (class in armlet.data.cleaning.missing_values) MLP (class in armlet.utils.net) module armlet armlet.audit armlet.data armlet.data.cleaning armlet.data.cleaning.missing_values armlet.data.datasets armlet.data.loading armlet.data.processing armlet.data.processing.feature_encoding armlet.data.processing.format_conversion armlet.data.processing.image_loading armlet.data.processing.normalization armlet.data.processing.utils armlet.data.saving armlet.data.splitter armlet.data.utils armlet.eval armlet.eval.evaluators armlet.eval.metrics armlet.FL_pipeline armlet.FL_pipeline.data_selection armlet.FL_pipeline.data_selection.FL_algorithms armlet.FL_pipeline.data_selection.methods armlet.FL_pipeline.data_selection.methods.full armlet.FL_pipeline.data_selection.methods.random armlet.FL_pipeline.FL_algorithms armlet.run armlet.utils armlet.utils.configs armlet.utils.custom_loss armlet.utils.log armlet.utils.net MultiCriteriaBinaryClassEval (class in armlet.eval.evaluators) N normalization_pipeline() (in module armlet.data.processing.normalization) O one_hot_encoding_pipeline() (in module armlet.data.processing.feature_encoding) P pre_selection() (armlet.FL_pipeline.data_selection.methods.DataSelectionClientMethod method) R RandomDataSelection (class in armlet.FL_pipeline.data_selection.methods.random) receive_client_models() (armlet.FL_pipeline.data_selection.FL_algorithms.DataSelectionServer method) remove_missing_values() (in module armlet.data.cleaning.missing_values) ResNet18 (class in armlet.utils.net) run_federation() (in module armlet.run) S safe_label_dirichlet_skew() (armlet.data.splitter.ArmletDataSplitter static method) save_data() (in module armlet.data.saving) save_data_to_pkl() (in module armlet.data.saving) save_tensors_to_pt() (in module armlet.data.saving) select_clients() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) select_samples() (armlet.FL_pipeline.data_selection.methods.DataSelectionClientMethod method) (armlet.FL_pipeline.data_selection.methods.full.FullDataSelection method) (armlet.FL_pipeline.data_selection.methods.random.RandomDataSelection method) setup_hooks() (armlet.FL_pipeline.data_selection.methods.DataSelectionServerMethod method) SVM (class in armlet.utils.net) T transform_data_with_one_hot_encoding() (in module armlet.data.processing.feature_encoding) transform_data_with_scaler() (in module armlet.data.processing.normalization) U update() (armlet.eval.metrics.BinaryAOD method) (armlet.eval.metrics.BinaryDcI method) (armlet.eval.metrics.BinaryDI method) (armlet.eval.metrics.BinaryEOD method) (armlet.eval.metrics.BinaryFairnessMetrics method) (armlet.eval.metrics.BinarySPD method) V VGG11 (class in armlet.utils.net)