Index

_

__call__() (HALF.Commons.SingletonMeta.SingletonMeta method) __delattr__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __dir__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __eq__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __format__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __ge__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __getattribute__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __gt__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __hash__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __init__() (HALF.Commons.data.DataLogAccuracy method) (HALF.Delegates.DatasetIncreaseDelegate.DatasetIncreaseDelegate method) (HALF.Delegates.DatasetTestingDelegate.DatasetTestingDelegate method) (HALF.Delegates.ModelTrainingDelegate.ModelTrainingDelegate method) (HALF.Hooks.LoadModelHook.LoadModelHook method) (HALF.Hooks.SaveModelHook.SaveModelHook method) (HALF.Hooks.SetupTensorboardHook.SetupTensorboardHook method) (HALF.Hooks.TestAccuracyLoggerHook.TestAccuracyLoggerHook method) (HALF.Hooks.WriteAccuracyLogsHook.WriteAccuracyLogsHook method) (HALF.Interfaces.IUnifiedStrategy.IUnifiedStrategy method) (HALF.Oracle.SimulatedOracle.SimulatedOracle method) (HALF.Utils.ActiveLearner.ActiveLearner method) (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) (HALF.Utils.ActiveLearnerBuilder.HookAttachData method) (HALF.Utils.ALDataModule.ALDataModule method) (HALF.Utils.ALDatasetManager.ALDatasetManager method) (HALF.Utils.ConfigActiveLearner.ConfigActiveLearner method) (HALF.Utils.GlobalIndexDataset.GlobalIndexDataset method) (HALF.Utils.sample.Sample method) (HALF.Utils.sample.SampleList method)

__init_subclass__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __le__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __lt__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __ne__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __new__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __reduce__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __reduce_ex__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __repr__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __setattr__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __sizeof__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __str__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN) __subclasshook__() (in module HALF.Strategies.sequence_gcn.CoreGCN) (in module HALF.Strategies.sequence_gcn.UncertainGCN)

A

AbstractModel (class in HALF.Interfaces.AbstractModel) ActiveLearner (class in HALF.Interfaces.IHook) (class in HALF.Utils.ActiveLearner) ActiveLearnerBuilder (class in HALF.Utils.ActiveLearnerBuilder) add_defaults_hooks() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) add_field() (HALF.Utils.sample.SampleList method) add_hook() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) ALDataModule (class in HALF.Utils.ALDataModule) ALDatasetManager (class in HALF.Utils.ALDatasetManager)

apply() (HALF.Hooks.LoadModelHook.LoadModelHook method) (HALF.Hooks.SaveModelHook.SaveModelHook method) (HALF.Hooks.SetupTensorboardHook.SetupTensorboardHook method) (HALF.Hooks.TestAccuracyLoggerHook.TestAccuracyLoggerHook method) (HALF.Hooks.WriteAccuracyLogsHook.WriteAccuracyLogsHook method) (HALF.Interfaces.IHook.IHook method) apply_model_strategy() (HALF.Utils.ActiveLearner.ActiveLearner method) args (HALF.Utils.ActiveLearnerBuilder.HookAttachData attribute) attach_point (HALF.Utils.ActiveLearnerBuilder.HookAttachData attribute)

B

best_test_accuracy (HALF.Utils.ActiveLearner.ActiveLearner attribute)

build() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method)

C

camel2snake() (in module HALF.Utils.utils) class_name (HALF.Utils.ActiveLearnerBuilder.HookAttachData attribute) Config (class in HALF.Utils.Config) CONFIG (HALF.Utils.Config.Config attribute) ConfigActiveLearner (class in HALF.Utils.ConfigActiveLearner)

configAL (HALF.Utils.ActiveLearner.ActiveLearner attribute) convert_batch_to_sample_list() (in module HALF.Utils.sample) copy() (HALF.Utils.sample.SampleList method) create_datasets() (HALF.Interfaces.IDataset.IDataset method) current_test_results (HALF.Utils.ActiveLearner.ActiveLearner attribute)

D

data (HALF.Utils.Config.Config property) DataLogAccuracy (class in HALF.Commons.data) dataset_labeled (HALF.Utils.ALDatasetManager.ALDatasetManager property) dataset_manager (HALF.Utils.ActiveLearner.ActiveLearner attribute) dataset_test (HALF.Utils.ActiveLearner.ActiveLearner property) (HALF.Utils.ALDatasetManager.ALDatasetManager property) dataset_unlabeled (HALF.Utils.ALDatasetManager.ALDatasetManager property)

dataset_unlabeled_lb (HALF.Utils.ALDatasetManager.ALDatasetManager property) DatasetIncreaseDelegate (class in HALF.Delegates.DatasetIncreaseDelegate) DatasetTestingDelegate (class in HALF.Delegates.DatasetTestingDelegate) detach() (HALF.Utils.sample.SampleList method) detach_tensor() (in module HALF.Utils.sample) dict_hooks (HALF.Utils.ActiveLearner.ActiveLearner attribute) ds_hook (HALF.Utils.ActiveLearner.ActiveLearner attribute)

F

fields() (HALF.Utils.sample.Sample method) (HALF.Utils.sample.SampleList method)

forward() (HALF.Interfaces.AbstractModel.AbstractModel method)

G

get_batch_size() (HALF.Utils.sample.SampleList method) get_device() (HALF.Utils.sample.SampleList method) get_embedding_dim() (HALF.Interfaces.AbstractModel.AbstractModel method) get_experiment_name() (HALF.Hooks.SetupTensorboardHook.SetupTensorboardHook method) get_field() (HALF.Utils.sample.SampleList method)

get_fields() (HALF.Utils.sample.SampleList method) get_item_list() (HALF.Utils.sample.SampleList method) get_loading_path() (HALF.Hooks.LoadModelHook.LoadModelHook method) get_saving_path() (HALF.Hooks.SaveModelHook.SaveModelHook method) GlobalIndexDataset (class in HALF.Utils.GlobalIndexDataset)

H

HALF module HALF.Commons module HALF.Commons.const module HALF.Commons.data module HALF.Commons.SingletonMeta module HALF.Delegates module HALF.Delegates.DatasetIncreaseDelegate module HALF.Delegates.DatasetTestingDelegate module HALF.Delegates.ModelTrainingDelegate module HALF.Hooks module HALF.Hooks.LoadModelHook module HALF.Hooks.SaveModelHook module HALF.Hooks.SetupTensorboardHook module HALF.Hooks.TestAccuracyLoggerHook module HALF.Hooks.WriteAccuracyLogsHook module HALF.Interfaces module HALF.Interfaces.AbstractModel module HALF.Interfaces.IDataset module HALF.Interfaces.IDelegate module

HALF.Interfaces.IHook module HALF.Interfaces.IOracle module HALF.Interfaces.IUnifiedStrategy module HALF.Oracle module HALF.Oracle.SimulatedOracle module HALF.Strategies module HALF.Strategies.sequence_gcn.CoreGCN module HALF.Strategies.sequence_gcn.UncertainGCN module HALF.Utils module HALF.Utils.ActiveLearner module HALF.Utils.ActiveLearnerBuilder module HALF.Utils.ALDataModule module HALF.Utils.ALDatasetManager module HALF.Utils.Config module HALF.Utils.ConfigActiveLearner module HALF.Utils.GlobalIndexDataset module HALF.Utils.sample module HALF.Utils.utils module HookAttachData (class in HALF.Utils.ActiveLearnerBuilder) hydrate_hook_dict() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method)

I

i_round (HALF.Utils.ActiveLearner.ActiveLearner attribute) IDataset (class in HALF.Interfaces.IDataset) IDelegate (class in HALF.Interfaces.IDelegate)

IHook (class in HALF.Interfaces.IHook) increase_label() (HALF.Utils.ActiveLearner.ActiveLearner method) IOracle (class in HALF.Interfaces.IOracle) IUnifiedStrategy (class in HALF.Interfaces.IUnifiedStrategy)

L

lb_dataset_size (HALF.Commons.data.DataLogAccuracy attribute)

LoadModelHook (class in HALF.Hooks.LoadModelHook)

M

model (HALF.Utils.ActiveLearner.ActiveLearner attribute) ModelStrategy (class in HALF.Commons.const) ModelTrainingDelegate (class in HALF.Delegates.ModelTrainingDelegate) module HALF HALF.Commons HALF.Commons.const HALF.Commons.data HALF.Commons.SingletonMeta HALF.Delegates HALF.Delegates.DatasetIncreaseDelegate HALF.Delegates.DatasetTestingDelegate HALF.Delegates.ModelTrainingDelegate HALF.Hooks HALF.Hooks.LoadModelHook HALF.Hooks.SaveModelHook HALF.Hooks.SetupTensorboardHook HALF.Hooks.TestAccuracyLoggerHook HALF.Hooks.WriteAccuracyLogsHook HALF.Interfaces HALF.Interfaces.AbstractModel HALF.Interfaces.IDataset HALF.Interfaces.IDelegate HALF.Interfaces.IHook HALF.Interfaces.IOracle HALF.Interfaces.IUnifiedStrategy HALF.Oracle HALF.Oracle.SimulatedOracle HALF.Strategies HALF.Strategies.sequence_gcn.CoreGCN HALF.Strategies.sequence_gcn.UncertainGCN HALF.Utils HALF.Utils.ActiveLearner HALF.Utils.ActiveLearnerBuilder HALF.Utils.ALDataModule HALF.Utils.ALDatasetManager HALF.Utils.Config HALF.Utils.ConfigActiveLearner HALF.Utils.GlobalIndexDataset HALF.Utils.sample HALF.Utils.utils

N

nb_label_increased (HALF.Utils.ActiveLearner.ActiveLearner attribute)

nb_oracle_labeled (HALF.Utils.ActiveLearner.ActiveLearner attribute) now_str() (in module HALF.Utils.utils)

O

on_AL_iteration_begin() (HALF.Utils.ActiveLearner.ActiveLearner method) on_AL_iteration_end() (HALF.Utils.ActiveLearner.ActiveLearner method) on_AL_loop_begin() (HALF.Utils.ActiveLearner.ActiveLearner method) on_AL_loop_end() (HALF.Utils.ActiveLearner.ActiveLearner method) on_increase_dataset_begin() (HALF.Utils.ActiveLearner.ActiveLearner method)

on_increase_dataset_end() (HALF.Utils.ActiveLearner.ActiveLearner method) on_test_begin() (HALF.Utils.ActiveLearner.ActiveLearner method) on_test_end() (HALF.Utils.ActiveLearner.ActiveLearner method) on_train_begin() (HALF.Utils.ActiveLearner.ActiveLearner method) on_train_end() (HALF.Utils.ActiveLearner.ActiveLearner method) oracle (HALF.Utils.ActiveLearner.ActiveLearner attribute)

P

pin_memory() (HALF.Utils.sample.SampleList method)

Q

query() (HALF.Interfaces.IOracle.IOracle method) (HALF.Interfaces.IUnifiedStrategy.IUnifiedStrategy method) (HALF.Oracle.SimulatedOracle.SimulatedOracle method)

R

register_hook() (HALF.Utils.ActiveLearner.ActiveLearner method) remove_hook() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) RESET (HALF.Commons.const.ModelStrategy attribute) reset() (HALF.Interfaces.AbstractModel.AbstractModel method) (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method)

run() (HALF.Delegates.DatasetIncreaseDelegate.DatasetIncreaseDelegate method) (HALF.Delegates.DatasetTestingDelegate.DatasetTestingDelegate method) (HALF.Delegates.ModelTrainingDelegate.ModelTrainingDelegate method) (HALF.Interfaces.IDelegate.IDelegate method) (HALF.Utils.ActiveLearner.ActiveLearner method)

S

Sample (class in HALF.Utils.sample) SampleList (class in HALF.Utils.sample) SaveModelHook (class in HALF.Hooks.SaveModelHook) set_data_module() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) set_list_hook() (HALF.Utils.ActiveLearner.ActiveLearner method) set_model() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) set_oracle() (HALF.Utils.ActiveLearnerBuilder.ActiveLearnerBuilder method) set_test_mode() (HALF.Utils.ALDataModule.ALDataModule method) (HALF.Utils.ALDatasetManager.ALDatasetManager method)

set_train_mode() (HALF.Utils.ALDataModule.ALDataModule method) (HALF.Utils.ALDatasetManager.ALDatasetManager method) setup() (HALF.Utils.Config.Config static method) SetupTensorboardHook (class in HALF.Hooks.SetupTensorboardHook) SimulatedOracle (class in HALF.Oracle.SimulatedOracle) SingletonMeta (class in HALF.Commons.SingletonMeta) stop_condition() (HALF.Utils.ActiveLearner.ActiveLearner method) subset_unlabeled() (HALF.Utils.ALDatasetManager.ALDatasetManager method)

T

test() (HALF.Utils.ActiveLearner.ActiveLearner method) test_acc (HALF.Commons.data.DataLogAccuracy attribute) test_transform (HALF.Interfaces.IDataset.IDataset property) TestAccuracyLoggerHook (class in HALF.Hooks.TestAccuracyLoggerHook) to() (HALF.Utils.sample.SampleList method)

to_device() (in module HALF.Utils.sample) to_dict() (HALF.Utils.sample.SampleList method) train() (HALF.Utils.ActiveLearner.ActiveLearner method) train_transform (HALF.Interfaces.IDataset.IDataset property) trainer (HALF.Utils.ActiveLearner.ActiveLearner attribute) training (HALF.Interfaces.AbstractModel.AbstractModel attribute)

U

UPDATE (HALF.Commons.const.ModelStrategy attribute)

update() (HALF.Utils.ALDatasetManager.ALDatasetManager method)

W

WriteAccuracyLogsHook (class in HALF.Hooks.WriteAccuracyLogsHook)