aggregationsΒΆ

This module contains all possible aggregations to be used with MultirelModel.

See the :ref:`feature learning section in the user guide <feature_engineering_design>`_ for details about how these aggregations are used in the context of feature learning.

Attributes

Avg

Average value of a given numerical column.

Count

Number of rows in a given column.

CountDistinct

Count function with distinct clause.

CountMinusCountDistinct

Counts minus counts distinct.

First

First value of a given column, when ordered by the time stamp.

Last

Last value of a given column, when ordered by the time stamp.

Max

Largest value of a given column.

Median

Median of a given column

Min

Smallest value of a given column.

Skew

Skewness of a given column.

Stddev

Standard deviation of a given column.

Sum

Total sum of a given numerical column.

Var

Statistical variance of a given numerical column.