ALEPython

Abstract

Calculation of ALEs (Accumulated Local Effects) in one and two dimensions.

This is a robust technique - given correlated features - allowing for the visualisation of relationships fitted by machine learning models. The code can calculate and plot ALEs and approximate uncertainties.

Calculation of ALEs (Accumulated Local Effects) in one and two dimensions. This is a robust technique - given correlated features - allowing for the visualisation of relationships fitted by machine learning models. The code can calculate and plot ALEs and approximate uncertainties.