Snorkel Analysis Package

Generic model analysis utilities shared across Snorkel.

Scorer

Calculate one or more scores from user-specified and/or user-defined metrics.

get_label_buckets

Return data point indices bucketed by label combinations.

get_label_instances

Return instances in x with the specified combination of labels.

metric_score

Evaluate a standard metric on a set of predictions/probabilities.