Comparison of Distributions with Earth Mover’s Distance

Understanding EMD through theory and from-scratch calculation

Image from Pexels.com by Alfo Medeiros

After reading this article you’ll have an in-depth understanding of how the Earth Mover’s Distance (aka EMD or Wasserstein Distance) is calculated. From that knowledge, you’ll have a good idea of its benefits and drawbacks in various applications.