In a large mixing bowl, beat eggs until foamy. Beat in white sugar and brown sugar until ingredients are thoroughly combined, then add flour. Stir well. Blend in melted butter.
Stir chocolate chips and walnuts into mixture. Pour mixture into pie shell.
Bake in preheated oven for 1 hour. Serve warm with whipped cream or ice cream, if desired.