Preheat oven to 375 degrees F. Cream butter and sugar together. Add eggs and stir. Add sweet potatoes and mix well. Stir in milk, vanilla, nutmeg, cinnamon, and salt, making sure all ingredients are thoroughly mixed. Pour into pie shell and bake 40 minutes. When using a store-bought pie shell, use a 9-inch deep-dish shell.