The output_notebook uses the INLINE method to load the Javascript and CSS libraries for Bokeh. The INLINE resource allows a Bokeh plot to be rendered without an internet connection.
Alternatively, the CDN resource can be used if an internet connection is available.
The INLINE resource is too large to render on Github Gists thereby limiting the online editting abilities of the gist.