pymic package
Subpackages
- pymic.io package
- pymic.layer package
- pymic.loss package
- Subpackages
- pymic.loss.cls package
- pymic.loss.seg package
- Submodules
- pymic.loss.seg.abstract module
- pymic.loss.seg.ce module
- pymic.loss.seg.combined module
- pymic.loss.seg.deep_sup module
- pymic.loss.seg.dice module
- pymic.loss.seg.exp_log module
- pymic.loss.seg.gatedcrf module
- pymic.loss.seg.mse module
- pymic.loss.seg.mumford_shah module
- pymic.loss.seg.slsr module
- pymic.loss.seg.ssl module
- pymic.loss.seg.util module
- Module contents
- Submodules
- pymic.loss.loss_dict_cls module
- pymic.loss.loss_dict_seg module
- Module contents
- Subpackages
- pymic.net package
- Subpackages
- pymic.net.cls package
- pymic.net.net2d package
- Submodules
- pymic.net.net2d.cople_net module
- pymic.net.net2d.scse2d module
- pymic.net.net2d.unet2d module
- pymic.net.net2d.unet2d_attention module
- pymic.net.net2d.unet2d_cct module
- pymic.net.net2d.unet2d_dual_branch module
- pymic.net.net2d.unet2d_nest module
- pymic.net.net2d.unet2d_scse module
- pymic.net.net2d.unet2d_urpc module
- Module contents
- pymic.net.net3d package
- Submodules
- pymic.net.net_dict_cls module
- pymic.net.net_dict_seg module
- Module contents
- Subpackages
- pymic.net_run package
- Subpackages
- pymic.net_run.semi_sup package
- pymic.net_run.weak_sup package
- Submodules
- pymic.net_run.weak_sup.wsl_abstract module
- pymic.net_run.weak_sup.wsl_dmpls module
- pymic.net_run.weak_sup.wsl_em module
- pymic.net_run.weak_sup.wsl_gatedcrf module
- pymic.net_run.weak_sup.wsl_mumford_shah module
- pymic.net_run.weak_sup.wsl_tv module
- pymic.net_run.weak_sup.wsl_ustm module
- Module contents
- pymic.net_run.noisy_label package
- Submodules
- pymic.net_run.agent_abstract module
NetRunAgentNetRunAgent.convert_tensor_type()NetRunAgent.create_dataset()NetRunAgent.create_loss_calculator()NetRunAgent.create_network()NetRunAgent.create_optimizer()NetRunAgent.get_checkpoint_name()NetRunAgent.get_loss_value()NetRunAgent.get_parameters_to_update()NetRunAgent.get_stage_dataset_from_config()NetRunAgent.infer()NetRunAgent.run()NetRunAgent.set_datasets()NetRunAgent.set_inferer()NetRunAgent.set_loss_dict()NetRunAgent.set_net_dict()NetRunAgent.set_network()NetRunAgent.set_optimizer()NetRunAgent.set_scheduler()NetRunAgent.set_transform_dict()NetRunAgent.train_valid()NetRunAgent.training()NetRunAgent.validation()NetRunAgent.write_scalars()
seed_torch()
- pymic.net_run.agent_cls module
ClassificationAgentClassificationAgent.create_loss_calculator()ClassificationAgent.create_network()ClassificationAgent.get_evaluation_score()ClassificationAgent.get_loss_value()ClassificationAgent.get_parameters_to_update()ClassificationAgent.get_stage_dataset_from_config()ClassificationAgent.infer()ClassificationAgent.train_valid()ClassificationAgent.training()ClassificationAgent.validation()ClassificationAgent.write_scalars()
random()
- pymic.net_run.agent_seg module
SegmentationAgentSegmentationAgent.create_loss_calculator()SegmentationAgent.create_network()SegmentationAgent.get_loss_value()SegmentationAgent.get_parameters_to_update()SegmentationAgent.get_stage_dataset_from_config()SegmentationAgent.infer()SegmentationAgent.infer_with_multiple_checkpoints()SegmentationAgent.save_outputs()SegmentationAgent.set_postprocessor()SegmentationAgent.train_valid()SegmentationAgent.training()SegmentationAgent.validation()SegmentationAgent.write_scalars()
random()
- pymic.net_run.get_optimizer module
- pymic.net_run.infer_func module
- Module contents
- Subpackages
- pymic.transform package
- Submodules
- pymic.transform.abstract_transform module
- pymic.transform.crop module
- pymic.transform.flip module
- pymic.transform.intensity module
- pymic.transform.label_convert module
- pymic.transform.normalize module
- pymic.transform.pad module
- pymic.transform.rescale module
- pymic.transform.rotate module
- pymic.transform.threshold module
- pymic.transform.trans_dict module
- Module contents
- pymic.util package