Data Science Austria

ToneNet : A Musical Style Transfer

Nov 27, 2017 By: Team Vesta, University of Southern California. CSCI:599 Deep Learning and Its Applications Suraj Jayakumar ([email protected]), Rakesh Ramesh ([email protected]), Pradeep Thalasta ([email protected]) Introduction: The recent success of Generative Adversarial Networks (GANs) in vision domain such as style transfer inspired us to experiment with these techniques in musical … Read moreToneNet : A Musical Style Transfer

Finding Magic: The Gathering archetypes with Latent Dirichlet Allocation

Combining card games and topic modeling Nov 27, 2017 This article sparked an interesting discussion on reddit and was featured by Wizards of the Coast. One of the coolest projects I’ve done using machine learning revolved around using a method for topic modeling called Latent Dirichlet Allocation (LDA). Topic modeling simply … Read moreFinding Magic: The Gathering archetypes with Latent Dirichlet Allocation