Currently, only the alpha and color properties of lines can be modified on selection or hover (eg, via keyword arguments to plotting methods such as selection_line_alpha, selection_line_color, etc). It would be nice if we could change other line properties as well on selection or hover, such as width or line style (eg dashed). My use case involves plotting climate data over a map (via image()) and then plotting separate information based on the selected subregion on the map which are patches that are derived from a GeoJSON file. I would like to be able to modify these line properties to put emphasis on the selected subregion on the map.
the keyword arguments are provided for color and alpha as conveniences, because those are the most common. But it's always possible to update the relevant glyphs directly for other properties:
from bokeh.io import output_file, show
from bokeh.plotting import figure
output_file("styling_selections.html")
plot = figure(plot_width=400, plot_height=400, tools="tap", title="Select a circle")
renderer = plot.circle([1, 2, 3, 4, 5], [2, 5, 8, 2, 7], size=50,
# set visual properties for selected glyphs
selection_fill_color="pink",
# set visual properties for non-selected glyphs
nonselection_fill_alpha=0.2,
nonselection_fill_color="blue",
nonselection_line_color="firebrick",
nonselection_line_alpha=1.0)
# Change line width and dashing here
renderer.selection_glyph.line_width = 5
renderer.nonselection_glyph.line_dash = [5, 5]
show(plot)

This is also explained in more detail in the docs:
http://bokeh.pydata.org/en/latest/docs/user_guide/styling.html#glyphs
Thank you for this. Didn't realize that these properties could be modified directly from the renderer attributes.
@agoodm If there is anything or anywhere that can be updated in the docs to make this easier to find or understand, please let us know
Most helpful comment
the keyword arguments are provided for color and alpha as conveniences, because those are the most common. But it's always possible to update the relevant glyphs directly for other properties: