environmentaltools.common.scaler

environmentaltools.common.scaler(data, method='MinMaxScaler', transform=True, scale=False)

Scale or inverse-scale data using sklearn scalers.

Parameters:

• data (array-like or pd.DataFrame) – Data to scale.

• method (str, optional) – Scaling method. Defaults to “MinMaxScaler”.

• transform (bool, optional) – If True, transform; if False, inverse transform. Defaults to True.

• scale (sklearn scaler, optional) – Pre-fitted scaler to use. Defaults to False.

Returns:

(transformed_data, scaler)

Return type:

tuple