mdn_101

Introduction to Mixture density Networks

Original paper by Christopher M. Bishop (1994)

Video lectures by Charles Martin

• Mixture density networks part 1
• Mixture density networks part 2
• Lecture slides

Articles

• Mixture density networks by David Ha
• Getting started with Mixture Density Networks using Tensorflow 2.0
• Mixture Density Networks (pytorch)

Projects that use MDN

• A Neural Representation of Sketch Drawings(sketch-rnn) by David Ha and Douglas Eck, Paper, Web demo
• World Models by David Ha & Jürgen Schmidhuber Paper, Web demo
• Robojam: A Mixture Density RNN for generating musical touchscreen interactions. Code
• Dancenet by me :) code