Hands-On Artificial Intelligence for Cybersecurity

Scikit-learn

One of the best and most used ML libraries is definitely the scikit-learn library. First developed in 2007, the scikit-learn library provides a series of models and algorithms that are easily reusable in the development of customized solutions, which makes use of the main predictive methods and strategies, including the following:

• Classification
• Regression
• Dimensionality reduction
• Clustering

The list does not end here; in fact, scikit-learn also provides ready-to-use modules that allow the following tasks:

• Data preprocessing
• Feature extraction
• Hyperparameter optimization
• Model evaluation

The particularity of scikit-learn is that it uses the numpy library in addition to the SciPy library for scientific computing. As we have ...