I don'T know if that's on me or it is a missing feature but i couldn't integrate klib's correlation plot in example inside a Figure with subplots.
It would be nice to be able to return the individual plots (like corealtion plot, dist plot .. ) into objects that can be integrated into a matplotlib figure.