At the main menu, hold Right until 'New Game' turns green. Start a game, and double the amount of items will be available to you.
Beat the game to unlock the Masters of Knifing mini-game. Beat it in under three hours to start with the rocket launcher.
Thanks to Revolution Reader ZOMBOT!