Models

Conformal prediction estimators.

CONTRA(estimator, optimizer, *[, n_epochs, ...])

Fits inverse-flow images calibrated by the latent Euclidean norm.

CQR(estimator, *[, confidence_level, gamma])

Fits conformalized quantile intervals with a boosting estimator.

HPD(estimator, optimizer, *[, n_epochs, ...])

Calibrates conditional highest-density scores by Monte Carlo sampling.

PITCP(estimator, optimizer, *[, n_epochs, ...])

PIT conformal predictor using a normalizing flow or mixture density estimator.

SCP()

Calibrates scalar nonconformity scores by split conformal prediction.