Index

A

actor_id (flex.model.model.FlexModel property) actor_ids (flex.pool.pool.FlexPool property) AG_NEWS_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute) aggregate_weights() (in module flex.pool.decorators) aggregator (flex.actors.role.FlexRole attribute) aggregator_allowed_comm (flex.actors.role_manager.FlexRoleManager attribute)

aggregator_client (flex.actors.role.FlexRole attribute) aggregator_wannabe (flex.actors.role_manager.FlexRoleManager attribute) aggregators (flex.pool.pool.FlexPool property) AMAZON_POLARITY_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute) apply() (flex.data.fed_dataset.FedDataset method) APPREVIEWS_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute)

C

can_comm_with_aggregator() (flex.actors.role_manager.FlexRoleManager class method) can_comm_with_client() (flex.actors.role_manager.FlexRoleManager class method) can_comm_with_server() (flex.actors.role_manager.FlexRoleManager class method) check_compatibility() (flex.actors.actors.FlexActors method) (flex.actors.role_manager.FlexRoleManager class method) (flex.pool.pool.FlexPool class method) check_dir_exists() (in module flex.common.utils) check_file_exists() (in module flex.common.utils) check_ignored_weights_pt() (in module flex.pool.primitives_pt) check_integrity() (in module flex.common.utils)

check_min_arguments() (in module flex.common.utils) client (flex.actors.role.FlexRole attribute) client_allowed_comm (flex.actors.role_manager.FlexRoleManager attribute) client_server_architecture() (in module flex.actors.architectures) client_server_pool() (flex.pool.pool.FlexPool class method) client_wannabe (flex.actors.role_manager.FlexRoleManager attribute) clients (flex.pool.pool.FlexPool property) collect_client_diff_weights_pt() (in module flex.pool.primitives_pt) collect_clients_weights() (in module flex.pool.decorators) collect_clients_weights_pt() (in module flex.pool.primitives_pt) collect_clients_weights_tf() (in module flex.pool.primitives_tf)

D

data (flex.actors.actors.FlexActors attribute) (flex.data.fed_dataset.FedDataset attribute) deploy_server_model() (in module flex.pool.decorators)

deploy_server_model_pt() (in module flex.pool.primitives_pt) deploy_server_model_tf() (in module flex.pool.primitives_tf) download_dataset() (in module flex.common.utils) download_file() (in module flex.common.utils)

E

emnist() (in module flex.datasets.standard_datasets) ERROR_MSG_MIN_ARG_GENERATOR() (in module flex.pool.decorators)

evaluate_model_tf() (in module flex.pool.primitives_tf) evaluate_server_model() (in module flex.pool.decorators) extract_zip() (in module flex.common.utils)

F

fed_avg() (in module flex.pool.aggregators) fed_avg_f() (in module flex.pool.aggregators) FedDataDistribution (class in flex.data.fed_data_distribution) FedDataset (class in flex.data.fed_dataset) federated_celeba() (in module flex.datasets.federated_datasets) federated_emnist() (in module flex.datasets.federated_datasets) federated_sentiment140() (in module flex.datasets.federated_datasets) federated_shakespeare() (in module flex.datasets.federated_datasets) FINANCIAL_PHRASEBANK_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute) flatten() (in module flex.pool.aggregators) flex module flex.actors module flex.actors.actors module flex.actors.architectures module flex.actors.role module flex.actors.role_manager module flex.common module flex.common.utils module flex.data module flex.data.fed_data_distribution module flex.data.fed_dataset module flex.data.pluggable_datasets module flex.data.preprocessing_utils module

flex.datasets module flex.datasets.federated_datasets module flex.datasets.flexible_datasets module flex.datasets.standard_datasets module flex.model module flex.model.model module flex.pool module flex.pool.aggregators module flex.pool.decorators module flex.pool.pool module flex.pool.primitives_pt module flex.pool.primitives_tf module FlexActors (class in flex.actors.actors) FlexModel (class in flex.model.model) FlexPool (class in flex.pool.pool) FlexRole (class in flex.actors.role) FlexRoleManager (class in flex.actors.role_manager) from_clustering_func() (flex.data.fed_data_distribution.FedDataDistribution class method) from_config() (flex.data.fed_data_distribution.FedDataDistribution class method) from_config_with_huggingface_dataset() (flex.data.fed_data_distribution.FedDataDistribution class method) from_config_with_tfds_image_dataset() (flex.data.fed_data_distribution.FedDataDistribution class method) from_config_with_tfds_text_dataset() (flex.data.fed_data_distribution.FedDataDistribution class method) from_config_with_torchtext_dataset() (flex.data.fed_data_distribution.FedDataDistribution class method) from_config_with_torchvision_dataset() (flex.data.fed_data_distribution.FedDataDistribution class method)

G

get() (flex.data.fed_dataset.FedDataset method)

GLUE_COLA_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute)

I

iid_distribution() (flex.data.fed_data_distribution.FedDataDistribution class method) IMDB_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute) init_server_model() (in module flex.pool.decorators)

init_server_model_tf() (in module flex.pool.primitives_tf) is_aggregator() (flex.actors.role_manager.FlexRoleManager class method) is_client() (flex.actors.role_manager.FlexRoleManager class method) is_server() (flex.actors.role_manager.FlexRoleManager class method)

L

list_datasets() (in module flex.datasets.flexible_datasets)

load() (in module flex.datasets.flexible_datasets)

M

map() (flex.pool.pool.FlexPool method) members() (flex.data.pluggable_datasets.PluggableTorchtext method) (flex.data.pluggable_datasets.PluggableTorchvision method) module flex flex.actors flex.actors.actors flex.actors.architectures flex.actors.role flex.actors.role_manager flex.common flex.common.utils flex.data flex.data.fed_data_distribution flex.data.fed_dataset flex.data.pluggable_datasets flex.data.preprocessing_utils flex.datasets flex.datasets.federated_datasets flex.datasets.flexible_datasets flex.datasets.standard_datasets flex.model flex.model.model flex.pool flex.pool.aggregators flex.pool.decorators flex.pool.pool flex.pool.primitives_pt flex.pool.primitives_tf

N

normalize() (flex.data.fed_dataset.FedDataset method) (in module flex.data.preprocessing_utils)

O

one_hot_encoding() (flex.data.fed_dataset.FedDataset method) (in module flex.data.preprocessing_utils)

P

p2p_architecture() (in module flex.actors.architectures) p2p_pool() (flex.pool.pool.FlexPool class method) PluggableDataset (class in flex.data.pluggable_datasets)

PluggableDatasetString (class in flex.data.pluggable_datasets) PluggableHuggingFace (class in flex.data.pluggable_datasets) PluggableTorchtext (class in flex.data.pluggable_datasets) PluggableTorchvision (class in flex.data.pluggable_datasets)

R

ROTTEN_TOMATOES_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute)

S

select() (flex.pool.pool.FlexPool method) server (flex.actors.role.FlexRole attribute) server_aggregator (flex.actors.role.FlexRole attribute) server_aggregator_client (flex.actors.role.FlexRole attribute) server_allowed_comm (flex.actors.role_manager.FlexRoleManager attribute) server_client (flex.actors.role.FlexRole attribute) server_wannabe (flex.actors.role_manager.FlexRoleManager attribute)

servers (flex.pool.pool.FlexPool property) set_aggregated_diff_weights_pt() (in module flex.pool.primitives_pt) set_aggregated_weights() (in module flex.pool.decorators) set_aggregated_weights_pt() (in module flex.pool.primitives_pt) set_aggregated_weights_tf() (in module flex.pool.primitives_tf) set_tensorly_backend() (in module flex.pool.aggregators) shakespeare() (in module flex.datasets.standard_datasets) SQUAD_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute)

T

train_tf() (in module flex.pool.primitives_tf)

TWEET_EVAL_EMOJI_HF (flex.data.pluggable_datasets.PluggableHuggingFace attribute)

V

validate() (flex.pool.pool.FlexPool method)

W

weighted_fed_avg() (in module flex.pool.aggregators)

weighted_fed_avg_f() (in module flex.pool.aggregators)