How to Do Hyperparameter Tuning on Any Python Script in 3 Easy Steps

You wrote a Python script that trains and evaluates your machine learning model. Now, you would like to automatically tune hyperparameters to improve its performance? In this article, I will show you how to convert your script into an objective function that can be optimized with any hyperparameter optimization library. It will take just 3 steps and you will be tuning model parameters like there is no tomorrow. Take the parameters that you want to tune and put them in a dictionary at the top of your script.