Nonlinear transformation example - Effectiveness of HSICSelector

[claudio-tw]

Context

The Hilbert-Schmidt Independence Criterion is capable of detecting non-linear dependence between random variables. As a result, hisel is effective in selecting features when the dependence with the target is non-linear. We demonstrate this in a notebook. This PR contains that notebook.

Checklist

• [x] Change meets or does not compromise the Baseline Security Requirements