Document colormap options

[maximlt]

We need to either add a new reference page or extend the current doc for the colormap option (I think I have a preference for the first option) that documents and displays the different colormaps a user can pick. Something similar to https://matplotlib.org/stable/users/explain/colors/colormaps.html.