The Deluxe Edition is a special Japanese exclusive version of the game. It is packagd in a large box and contains a small "lore bible" that displays many of the Contra titles throughout the years as well as character descriptions and more. Some of the artwork present on the lore bible appears previously unreleased.
Contra Wiki