pystra.active_learning.estimation#

Use it: User guide · Worked example · Theory

Final reliability estimation conditional on a frozen surrogate.

Classes

EnrichmentEstimator

Estimator that also constructs a new learning population after each fit.

EnrichmentResult

Estimator-generated points and probability diagnostics for one fit.

MonteCarloEstimator

Independent normal Monte Carlo with an exact 95 % binomial interval.

ReliabilityEstimator

Stateless final estimator using independent standard normal coordinates.