evomatic.fitness.normalise(data: DataFrame, property_name: str, max_value: Number, min_value: Number)[source]

Returns data normalised by subtracting the minimum and dividing by the range. The range and minimum are taken from the entire evolutionary history.

Parameters
data: DataFrame

The column of data to be normalised.

property_name: str

The label of the data to be normalised.

max_value: Number

The historical maximum value of the data.

min_value: Number

The historical miniimum value of the data.


Last update: Dec 07, 2022