Encode your data

api.encode.encode(encoders, subsets, target)[source]

Given a list of Lightwood encoders, and data subsets, applies the encoders onto each subset.

Parameters
  • encoders (List[BaseEncoder]) – A list of lightwood encoders, in the order of each of the column types.

  • folds – A list of data subsets, each being a separate dataframe with all the columns applied per encoder.

  • target (str) – The name of the column that is the target for prediction.

Return type

List[EncodedDs]

Returns

An encoded dataset for each encoder in the list