Predictive Independence Testing, Predictive Conditional Independence Testing, and Predictive Graphical Modelling

1 code implementation • 16 Nov 2017 • Samuel Burkart, Franz J. Király

As a practical implementation of this link between the two workflows, we present a python package 'pcit', which implements our novel multivariate and conditional independence tests, interfacing the supervised learning API of the scikit-learn package.

Philosophy