datareactor.atoms.featuretools module

Classes

FeatureToolsAtom

Generate derived columns with featuretools.
class datareactor.atoms.featuretools.FeatureToolsAtom[source]

Bases: datareactor.atoms.base.Atom

Generate derived columns with featuretools.

The FeatureToolsAtom generates derived columns based on the features generated by the featuretools library.

Methods

derive(dataset, table_name)

Generate features with featuretools.
derive(dataset, table_name)[source]

Generate features with featuretools.

Note that featuretools does not support all of the types of relational datasets supported by Metadata.JSON.

Parameters

  • dataset (Dataset) – The dataset.

  • table_name (str) – The name of the target table.

Returns

The derived columns.

Return type

(list of DerivedColumn)