niftynet.application.regression_application module¶

class RegressionApplication(net_param, action_param, action)[source]¶

Bases: niftynet.application.base_application.BaseApplication

REQUIRED_CONFIG_SECTION = 'REGRESSION'¶

initialise_dataset_loader(data_param=None, task_param=None, data_partitioner=None)[source]¶

initialise_uniform_sampler()[source]¶

initialise_weighted_sampler()[source]¶

initialise_resize_sampler()[source]¶

initialise_grid_sampler()[source]¶

initialise_balanced_sampler()[source]¶

initialise_grid_aggregator()[source]¶

initialise_resize_aggregator()[source]¶

initialise_sampler()[source]¶

initialise_aggregator()[source]¶

initialise_network()[source]¶

connect_data_and_network(outputs_collector=None, gradients_collector=None)[source]¶

interpret_output(batch_output)[source]¶

initialise_evaluator(eval_param)[source]¶

add_inferred_output(data_param, task_param)[source]¶