Preheat oven to 325 degrees. Prepare a 9-inch pie crust and pre-bake for 10 minutes.
Add all remaining ingredients, except walnuts, to blender and blend until smooth. Spread walnuts in bottom of pie crust and pour egg mixture over walnuts.
Bake 30 - 35 minutes until just set in center. Cool completely before serving.