Okay, seems I confirmed the info from @takeowl with the bokeh developers. Right now bokeh will only let you nbconvert to HTML. You cannot export to pdf or latex yet, since there is not ability to export bokeh images to svg/png. BUT, the good news is that apparently in the next release of Bokeh, v. 12.6, this svg/png feature will become available. The new version of bokeh should come out in 2 weeks or so.
Krishna Bhogaonker @00krishna 09:39 5/24/2017
Say, am I able to export bokeh plots with nbconvert? Considering that bokeh plots are kept as html and not png, I was not sure that this is possible. Are there workarounds for this?
Looks like this is not possible as of at least 2015 or 2016. If that is the case, then perhaps this needs to be more prominently indicated in the readme or something.
Otherwise, people will engage in substantial development only to find out that they cannot export.
Bryan Van de Ven @bryevdv 09:46 5/24/2017
nbconvert to plain HTML has always been possible, and still is (I just tested it earlier today, in fact)
there are issues with Reveal.js but nothing apart from that
PNG/SVG export is coming in the next release
otherwise if you think there should be changes to docs, a PR is the best suggestion