Preparation for this recipe consists of installing the scikit-learn package in pip. The instructions are as follows:

pip install sklearn

In addition, we have supplied you with samples of each file type in the JavascriptSamples.7z, PythonSamples.7z, and PowerShellSamples.7z archives, in case you would like to supplement your own dataset. Extract these into separate folders for the following recipe.