In a medium bowl, mix the crust ingredients together until crumbly. With your hands, press together and the oil and nuts should stick together.
Transfer the crust ingredients onto a 9 inch springform cheesecake pan with a loose bottom. With a spoon, evenly spread the crust onto the bottom to make a crust.
In a large bowl, whisk together the cream cheese and sour cream with a hand mixer.Add the pumpkin puree, stevia, cinnamon and allspice. Mix together until there are no more bumps. Add the heavy cream, a little at a time, and whisk for 2-3 minutes until thick and fluffy.
Mix the gelatin and hot water together in a small bowl. Stir with a spoon until all of the gelatin has melted. Pour the gelatin mixture, a little at a time, into the cheesecake batter and whisk again until all of the liquid has been incorporated.
Pour the completed cheesecake batter over the crust in your springform pan. Spread evenly.
OPTIONAL STEP: Add the lily's chocolate chips to a small bowl with the coconut oil. Microwave 40-50 seconds and start mixing with a fork or spoon until all of the chips have melted.Pour onto the cheesecake batter and with any utensil, spoon/knife/fork, make swirls, pushing the chocolate at the bottom. Once the chocolate is all swirled up, cover the cheesecake pan with saran wrap and chill in the fridge for minimum 4 hours.
Once it's set, take it out of its mold and serve as is or with some whipped cream or caramel sauce.