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CDF Helper

The standalone unibm.cdf module exposes the public empirical CDF helper reused by EI path preparation.

cdf

Public empirical CDF helper shared across UniBM workflows.

__all__ = ['empirical_cdf'] module-attribute

_as_finite_1d(vec)

Return a one-dimensional finite float array.

_empty_cdf_estimator()

Return a CDF estimator that yields NaN on every query.

_singleton_cdf_estimator(point)

Return the exact CDF of a single-point empirical distribution.

empirical_cdf(vec)

Return an empirical marginal CDF estimator based on scaled ranks.