Add more visualisation to tune.py

[thomasahle]

Currently, tune.py only does visualization when tuning a single parameter,
but Skopt supports a lot of nice plot types: https://scikit-optimize.github.io/notebooks/visualizing-results.html

It would be nice to add more of these, plus some options for decided which you want.