monailabel.tasks.scoring.epistemic_v2 module

class monailabel.tasks.scoring.epistemic_v2.EpistemicScoring(infer_task, max_samples=0, simulation_size=5, use_variance=False, key_output_entropy='epistemic_entropy', key_output_ts='epistemic_ts')[source]

Bases: monailabel.interfaces.tasks.scoring.ScoringMethod

First version of Epistemic computation used as active learning strategy

entropy_volume(vol_input)[source]
run_scoring(image_id, simulation_size, model_ts, datastore)[source]
variance_volume(vol_input, ignore_nans=True)[source]

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monailabel.tasks.scoring.epistemic module

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monailabel.tasks.scoring.sum module