Edit: Since this seems to be a popular post, here\'s the solution that seems to be working well for me. Thanks @gazzar and @mfra.
cbar.solid
Try:
cbar = mymap.colorbar(sc, drawedges=False, location="bottom")
It is now well documented on the web (that I could find), but
*drawedges* [ False | True ] If true, draw lines at color
boundaries.
(pulled from matplotlib/lib/matplotlib/colorbar.py) I think by setting drawedges to True you are telling it to draw those lines.