Owner Here: First of all Id like to apologize for the lack of UI (not really big on UI) but if this becomes popular enough Ill look into doing it. To run existing UI you will need some midi files to play around with. First set the FinalUIBase as the startup project. Run the application. Load up (or create a neural network). Next create the statistical model and the fine tune your genetic parameters and run the search. Once the search is complete the ListBox on the right should fill up with items. Press on the items to hear the melodies composed (higher on the list = higher rated by neural network). Would love to hear some feedback! and feel free to email me any questions.