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.