getml.models.aggregations

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

See the corresponding blog post for details about how these aggregations are used in the context of feature engineering.

Variables

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.

Max

Largest value of a given column.

Median

Median of a given column

Min

Smallest value 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.