HALF

Subpackages

• HALF.Commons
  • HALF.Commons.SingletonMeta
    • SingletonMeta
      • SingletonMeta.__call__()
  • HALF.Commons.const
    • ModelStrategy
      • ModelStrategy.RESET
      • ModelStrategy.UPDATE
  • HALF.Commons.data
    • DataLogAccuracy
      • DataLogAccuracy.__init__()
      • DataLogAccuracy.lb_dataset_size
      • DataLogAccuracy.test_acc
• HALF.Delegates
  • HALF.Delegates.DatasetIncreaseDelegate
    • DatasetIncreaseDelegate
      • DatasetIncreaseDelegate.__init__()
      • DatasetIncreaseDelegate.run()
  • HALF.Delegates.DatasetTestingDelegate
    • DatasetTestingDelegate
      • DatasetTestingDelegate.__init__()
      • DatasetTestingDelegate.run()
  • HALF.Delegates.ModelTrainingDelegate module
    • ModelTrainingDelegate
      • ModelTrainingDelegate.__init__()
      • ModelTrainingDelegate.run()
• HALF.Hooks
  • HALF.Hooks.LoadModelHook
    • LoadModelHook
      • LoadModelHook.__init__()
      • LoadModelHook.apply()
      • LoadModelHook.get_loading_path()
  • HALF.Hooks.SaveModelHook
    • SaveModelHook
      • SaveModelHook.__init__()
      • SaveModelHook.apply()
      • SaveModelHook.get_saving_path()
  • HALF.Hooks.SetupTensorboardHook
    • SetupTensorboardHook
      • SetupTensorboardHook.__init__()
      • SetupTensorboardHook.apply()
      • SetupTensorboardHook.get_experiment_name()
  • HALF.Hooks.TestAccuracyLoggerHook
    • TestAccuracyLoggerHook
      • TestAccuracyLoggerHook.__init__()
      • TestAccuracyLoggerHook.apply()
  • HALF.Hooks.WriteAccuracyLogsHook
    • WriteAccuracyLogsHook
      • WriteAccuracyLogsHook.__init__()
      • WriteAccuracyLogsHook.apply()
• HALF.Interfaces
  • HALF.Interfaces.AbstractModel
    • AbstractModel
      • AbstractModel.forward()
      • AbstractModel.get_embedding_dim()
      • AbstractModel.reset()
      • AbstractModel.training
  • HALF.Interfaces.IDataset
    • IDataset
      • IDataset.create_datasets()
      • IDataset.test_transform
      • IDataset.train_transform
  • HALF.Interfaces.IDelegate
    • IDelegate
      • IDelegate.run()
  • HALF.Interfaces.IHook
    • ActiveLearner
    • IHook
      • IHook.apply()
  • HALF.Interfaces.IOracle
    • IOracle
      • IOracle.query()
  • HALF.Interfaces.IUnifiedStrategy
    • IUnifiedStrategy
      • IUnifiedStrategy.__init__()
      • IUnifiedStrategy.query()
• HALF.Oracle
  • HALF.Oracle.SimulatedOracle
    • SimulatedOracle
      • SimulatedOracle.__init__()
      • SimulatedOracle.query()
• HALF.Strategies
  • HALF.Strategies.wrap_distil_util
    • Strategies from the Distil library
    • Strategies adapted from cure-lab
  • CoreGCN
    • __delattr__()
    • __dir__()
    • __eq__()
    • __format__()
    • __ge__()
    • __getattribute__()
    • __gt__()
    • __hash__()
    • __init_subclass__()
    • __le__()
    • __lt__()
    • __ne__()
    • __new__()
    • __reduce__()
    • __reduce_ex__()
    • __repr__()
    • __setattr__()
    • __sizeof__()
    • __str__()
    • __subclasshook__()
  • UncertainGCN
    • __delattr__()
    • __dir__()
    • __eq__()
    • __format__()
    • __ge__()
    • __getattribute__()
    • __gt__()
    • __hash__()
    • __init_subclass__()
    • __le__()
    • __lt__()
    • __ne__()
    • __new__()
    • __reduce__()
    • __reduce_ex__()
    • __repr__()
    • __setattr__()
    • __sizeof__()
    • __str__()
    • __subclasshook__()
• HALF.Utils
  • HALF.Utils.ALDataModule
    • ALDataModule
      • ALDataModule.__init__()
      • ALDataModule.set_test_mode()
      • ALDataModule.set_train_mode()
  • HALF.Utils.ALDatasetManager
    • ALDatasetManager
      • ALDatasetManager.__init__()
      • ALDatasetManager.dataset_labeled
      • ALDatasetManager.dataset_test
      • ALDatasetManager.dataset_unlabeled
      • ALDatasetManager.dataset_unlabeled_lb
      • ALDatasetManager.set_test_mode()
      • ALDatasetManager.set_train_mode()
      • ALDatasetManager.subset_unlabeled()
      • ALDatasetManager.update()
  • HALF.Utils.ActiveLearner
    • ActiveLearner
      • ActiveLearner.oracle
      • ActiveLearner.dataset_manager
      • ActiveLearner.model
      • ActiveLearner.dict_hooks
      • ActiveLearner.ds_hook
      • ActiveLearner.i_round
      • ActiveLearner.best_test_accuracy
      • ActiveLearner.nb_oracle_labeled
      • ActiveLearner.configAL
      • ActiveLearner.trainer
      • ActiveLearner.nb_label_increased
      • ActiveLearner.current_test_results
      • ActiveLearner.__init__()
      • ActiveLearner.apply_model_strategy()
      • ActiveLearner.dataset_test
      • ActiveLearner.increase_label()
      • ActiveLearner.on_AL_iteration_begin()
      • ActiveLearner.on_AL_iteration_end()
      • ActiveLearner.on_AL_loop_begin()
      • ActiveLearner.on_AL_loop_end()
      • ActiveLearner.on_increase_dataset_begin()
      • ActiveLearner.on_increase_dataset_end()
      • ActiveLearner.on_test_begin()
      • ActiveLearner.on_test_end()
      • ActiveLearner.on_train_begin()
      • ActiveLearner.on_train_end()
      • ActiveLearner.register_hook()
      • ActiveLearner.run()
      • ActiveLearner.set_list_hook()
      • ActiveLearner.stop_condition()
      • ActiveLearner.test()
      • ActiveLearner.train()
  • HALF.Utils.ActiveLearnerBuilder
    • ActiveLearnerBuilder
      • ActiveLearnerBuilder.__init__()
      • ActiveLearnerBuilder.add_defaults_hooks()
      • ActiveLearnerBuilder.add_hook()
      • ActiveLearnerBuilder.build()
      • ActiveLearnerBuilder.hydrate_hook_dict()
      • ActiveLearnerBuilder.remove_hook()
      • ActiveLearnerBuilder.reset()
      • ActiveLearnerBuilder.set_data_module()
      • ActiveLearnerBuilder.set_model()
      • ActiveLearnerBuilder.set_oracle()
    • HookAttachData
      • HookAttachData.__init__()
      • HookAttachData.args
      • HookAttachData.attach_point
      • HookAttachData.class_name
  • HALF.Utils.Config
    • Config
      • Config.CONFIG
      • Config.data
      • Config.setup()
  • HALF.Utils.ConfigActiveLearner
    • ConfigActiveLearner
      • ConfigActiveLearner.__init__()
  • HALF.Utils.GlobalIndexDataset
    • GlobalIndexDataset
      • GlobalIndexDataset.__init__()
  • HALF.Utils.Registry
  • HALF.Utils.sample
    • Sample
      • Sample.__init__()
      • Sample.fields()
    • SampleList
      • SampleList.__init__()
      • SampleList.add_field()
      • SampleList.copy()
      • SampleList.detach()
      • SampleList.fields()
      • SampleList.get_batch_size()
      • SampleList.get_device()
      • SampleList.get_field()
      • SampleList.get_fields()
      • SampleList.get_item_list()
      • SampleList.pin_memory()
      • SampleList.to()
      • SampleList.to_dict()
    • convert_batch_to_sample_list()
    • detach_tensor()
    • to_device()
  • HALF.Utils.utils
    • camel2snake()
    • now_str()