Joining dataframes#

Joiner

Augment features in a main table by fuzzy-joining an auxiliary table to it.

AggJoiner

Aggregate an auxiliary dataframe before joining it on a base dataframe.

MultiAggJoiner

Extension of the AggJoiner to multiple auxiliary tables.

AggTarget

Aggregate a target y before joining its aggregation on a base dataframe.

InterpolationJoiner

Join with a table augmented by machine-learning predictions.

fuzzy_join

Perform a fuzzy (approximate) join between the left and right tables.