Encoding Cyclical Features for Deep Learning

andrich@avanwyk.com (Andrich van Wyk) — Fri, 13 Apr 2018 15:50:24 +0000

A key concern when dealing with cyclical features is how we can encode the values such that it is clear to the deep learning algorithm that the features occur in cycles.

This post looks at a strategy to encode cyclical features in order to clearly express their cyclical nature.

Feature Engineering on avanwyk

Encoding Cyclical Features for Deep Learning