tangram.utils.one_hot_encoding

tangram.utils.one_hot_encoding(l, keep_aggregate=False)

Given a sequence, returns a DataFrame with a column for each unique value in the sequence and a one-hot-encoding.

Parameters

  • l (sequence) – List to be transformed.

  • keep_aggregate (bool) – Optional. If True, the output includes an additional column for the original list. Default is False.

Returns

A DataFrame with a column for each unique value in the sequence and a one-hot-encoding, and an additional

column with the input list if ‘keep_aggregate’ is True. The number of rows are equal to len(l).