candle.uq_keras_utils.quantile_metric

candle.uq_keras_utils.quantile_metric(nout, index, quantile)

This function computes the quantile metric for a given quantile and corresponding output index. This is provided as a metric to track evolution while training.

Parameters:

• nout (int) – Number of outputs without uq augmentation

• index (int) – Index of output corresponding to the given quantile.

• quantile – float in (0, 1). Fraction corresponding to the quantile