API
- 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
NetRunAgent
NetRunAgent.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
ClassificationAgent
ClassificationAgent.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
SegmentationAgent
SegmentationAgent.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