Vanilla Depression Cake Recipe is sometimes called Crazy Cake or Wacky Cake. This cake was popular during the 1930s while people were struggling with shortages and staples were scarce. It is made without eggs, butter, or milk. It's a frugal, egg-free, and dairy-free cake recipe.