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Extreme conformalization

The main function, performing the extreme conformalization procedure, to return the score-quantile conformal correction to be added to the base extreme quantile predictions.

conformalize_EQR_unilat()
Single-sided extreme conformal prediction

Prediction helpers

Helper functions, adding the pre-estimated score-quantile conformal correction to extreme quantile predictions.

conformal_PI_unilat()
Single-sided conformal prediction interval from conformalizer
block_weighted_conformal_PI_unilat()
Single-sided block-weighted conformal prediction interval from conformalizer