If we go back to some of the foundational documents, "the militia" is generally described as "all able-bodied men between the age of 18-55". Basically, if you fit the above description, you IS the militia.

Now, where is my assault rifle and my banjo???

The Guard is a federally-embodied force, cut to the mythical control of the respective states.