I can also only highly recommend Bokeh having reviewed a few options (albeit back in 2015) when working on a previous project. We published a paper that outlines the pros and cons of the libraries that we ended up using. We went for Bokeh for load/rendering speed, active community and the fact that it had more documentation than Mpld3 another option you might want to consider.
Thank you ... I'll try both of them and see which is better for what I'm working on ...
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