When Equations Learn: Using Symbolic Regression to Predict the Next Move

Symbolic Regression to Learn the Time Series and Predict it

Most machine learning models are good at one thing: prediction. They take inputs, push them through layers, and give you numbers. If the numbers are good, we’re happy. If they’re not, we tweak hyperparameters and try again.

But there’s usually a catch. We don’t know why the model works. We don’t get a rule. We don’t get insight. We get a black box.

Symbol…