ProdigyModels

Collection of some of the models trained by Project Prodigy

Make sure to have Git LFS installed before cloning the repository.

• jazzy.xml: trained on two short pieces of Bach, gets stuck into a cycle during prediction, 512 hidden units. rho = 5
• easybach.xml: trained on a collection of Bach's works with simple combination of notes, 256 hidden units. Also the model used in the GUI in Project Prodigy. rho = 20
• 512easy.xml: trained on the same collection of Bach's works as above, with 512 hidden units. rho = 5
• river.xml: trained on Yiruma's "River flows into you", with 256 hidden units. rho = 10
• sixbach.xml: trained on six long Bach pieces, with 256 hidden units. Gives chaotic compositions. rho = 20

More experimenting with parameters should be done but so far, the best-performing models seem to be the ones with 512 hidden units with rho between 5 and 10.