Categorical Encoding for Time Series: Embracing Dynamic and Meaningful Techniques

Let’s move beyond static encoding methods and explore dynamic, meaningful techniques for high-cardinality categorical variables.

source: Image generated by Dall-E from Author prompt

The categorical data type is data divided by several modalities; let’s take the color feature with the value…