A Surprising Way to Smoothen a Time Series — Solving the Heat Equation!

With an application to smoothening out financial market data

Photo by Markus Winkler on Unsplash

When developing machine learning models for time-series pattern recognition, I like to pre-process my data so that it is smoother. This sometimes help speed up convergence since the algorithm may better understand any trends or features. I have…