incerto.shift.KSShiftDetector

class incerto.shift.KSShiftDetector

Bases: BaseShiftDetector

One-dimensional Kolmogorov–Smirnov test (per feature, max statistic).

__init__()

Methods

__init__()
fit(reference_loader)	Fit the detector on reference (source) distribution.
load(path)	Load a detector from a file.
load_state_dict(state)	Load detector state from a dictionary.
save(path)	Save detector state to a file.
score(test_loader)	Compute shift score between reference and test distributions.
state_dict()	Return a dictionary containing the detector's state.