Each tour makes use some of a toolbox package, that needs to be downloaded as a .zip file, and then unzipped within your working directory (from which you will run the notebooks):
Alternatively, you can download the whole numerical_tours.
If you intend to run the tours are IPython notebook (which we recommend), you need to install IPython notebook to run the code.
The solutions to the exercises are available online.