emmi.pipeline.sample_processors.drop_outliers
=============================================

.. py:module:: emmi.pipeline.sample_processors.drop_outliers


Classes
-------

.. autoapisummary::

   emmi.pipeline.sample_processors.drop_outliers.DropOutliersSampleProcessor


Module Contents
---------------

.. py:class:: DropOutliersSampleProcessor(item, affected_items = None, min_value = None, max_value = None, min_quantile = None, max_quantile = None)

   Bases: :py:obj:`ksuit.data.pipeline.SampleProcessor`


   Drops all outliers from fields in a batch.

   :param item: The item to drop outliers from.
   :param affected_items: List of item (keys) that is also affected by outlier removal. Defaults to None.
   :param min_value: Drop outliers below min_value. Defaults to None.
   :param max_value: Drop outliers above max_value. Defaults to None.
   :param min_quantile: Drop outliers in/below min_quantile. Defaults to None.
   :param max_quantile: Drop outliers in/above max_value. Defaults to None.


   .. py:attribute:: item


   .. py:attribute:: affected_items
      :value: None



   .. py:attribute:: min_value
      :value: None



   .. py:attribute:: max_value
      :value: None



   .. py:attribute:: min_quantile
      :value: None



   .. py:attribute:: max_quantile
      :value: None