There doesnt seem to be any way to actually close the spellbook. ESC opens the settings menu, right mouse button does nothing, clicking out of the spellbook bounds doesnt do anything and there is no button for closing it.

There's a little "close" button bookmark in the bottom right hand corner. :) 

That said, maybe it's not obvious enough. I'll look into whether we can make it close by clicking out of bounds too.