emmi.pipeline.sample_processors.drop_outliers¶

Classes¶

DropOutliersSampleProcessor

Drops all outliers from fields in a batch.

Module Contents¶

class emmi.pipeline.sample_processors.drop_outliers.DropOutliersSampleProcessor(item, affected_items=None, min_value=None, max_value=None, min_quantile=None, max_quantile=None)¶

Bases: ksuit.data.pipeline.SampleProcessor

Drops all outliers from fields in a batch.

Parameters:

item (str) – The item to drop outliers from.
affected_items (set[str] | None) – List of item (keys) that is also affected by outlier removal. Defaults to None.
min_value (float) – Drop outliers below min_value. Defaults to None.
max_value (float) – Drop outliers above max_value. Defaults to None.
min_quantile (float) – Drop outliers in/below min_quantile. Defaults to None.
max_quantile (float) – Drop outliers in/above max_value. Defaults to None.

item¶

affected_items = None¶

min_value = None¶

max_value = None¶

min_quantile = None¶

max_quantile = None¶