Active Learning Framework

Subpackages

• run_experiments module
• main module
• active_learning module
• inferencing module
• datasets package
  • Submodules
  • datasets.bcss_data_module module
  • datasets.bcss_dataset module
  • datasets.brats_data_module module
  • datasets.collate module
  • datasets.data_module module
  • datasets.dataset_hooks module
  • datasets.decathlon_data_module module
  • datasets.doubly_shuffled_nifti_dataset module
  • Module contents
• functional package
  • Submodules
  • functional.interpretation module
  • functional.losses module
  • functional.metrics module
  • functional.utils module
  • Module contents
• metric_tracking package
  • Submodules
  • metric_tracking.combined_per_epoch_metric module
  • metric_tracking.combined_per_image_metric module
  • Module contents
• models package
  • Submodules
  • models.loss_weight_scheduler module
  • models.pytorch_model module
  • models.pytorch_u_net module
  • models.u_net module
  • Module contents
• query_strategies package
  • Submodules
  • query_strategies.interpolation_sampling_strategy module
  • query_strategies.query_strategy module
  • query_strategies.random_sampling_strategy module
  • query_strategies.representativeness_sampling_clustering module
  • query_strategies.representativeness_sampling_distances module
  • query_strategies.representativeness_sampling_strategy_base module
  • query_strategies.representativeness_sampling_uncertainty module
  • query_strategies.uncertainty_sampling_strategy module
  • query_strategies.utils module
  • Module contents