Although there are many different varieties of walnuts, they all fall into three basic categories: English (or Persian), Black and White (or Butternut). All three kinds of walnuts are known to be a wealthy source of omega-3 essential fatty acids and antioxidants, and vary in physical attributes, region and taste.