tensortrade.pipeline.transformers.scaling module¶

class tensortrade.pipeline.transformers.scaling.ScalingTransformer(method: str = 'standard')[source]¶

This class is used for scaling data. So that it can be used for machine learning.

Parameters:: method (str) – The used scaler: ‘standard’ for StandardScaler, ‘minmax’ for MinMaxScaler

transform(df: DataFrame) → DataFrame[source]¶

Scales the data.