Preheat oven to 350.
In a small bowl, combine olive oil, maple flavoring, apple cider vinegar, stevia, and salt and pepper.
In a larger bowl, or a large Ziploc bag, toss Brussels Sprouts with dressing.
Pour onto a baking sheet and bake for 15-20 minutes, stirring once or twice to prevent the nuts from burning.