Technical requirements

We will learn how to implement various hyperparameter tuning methods with scikit-learn, scikit-optimize, and scikit-hyperband. To ensure that you can reproduce the code examples in this chapter, you will require the following:

• Python 3 (version 3.7 or above)
• An installed Pandas package (version 1.3.4 or above)
• An installed NumPy package (version 1.21.2 or above)
• An installed Scipy package (version 1.7.3 or above)
• An installed Matplotlib package (version 3.5.0 or above)
• An installed scikit-learn package (version 1.0.1 or above)
• An installed scikit-optimize package (version 0.9.0 or above)
• An installed scikit-hyperband package (directly cloned from the GitHub repository)

All of the code examples for this chapter can be found on GitHub at https://github.com/PacktPublishing/Hyperparameter-Tuning-with-Python.